Foundations in Machine Learning - Dogs vs Cats Classification¶

Objective¶

This notebook fine-tunes an existing pre-trained model (VGG16) and builds a custom neural network to classify images in the Dogs vs Cats dataset. The workflow involves:

  1. Data Acquisition and Exploratory Data Analysis (EDA): Understanding the dataset using visualizations and statistics.
  2. Model Training: Training and evaluating two models:
    • A custom Neural Network.
    • Fine-tuned VGG16 pre-trained on ImageNet.
  3. Performance Evaluation: Comparing the models using metrics such as accuracy, precision, recall, F1-score, and exploring misclassified examples.
  4. Conclusions: Summarizing insights and key findings.

Data Acquisition and EDA¶

In [1]:
import os, shutil, pathlib

original_dir = pathlib.Path("../data/kaggle_dogs_vs_cats/train")
new_base_dir = pathlib.Path("../data/kaggle_dogs_vs_cats_small")

def make_subset(subset_name, start_index, end_index):
    for category in ("cat", "dog"):
        dir = new_base_dir / subset_name / category
        os.makedirs(dir)
        fnames = [f"{category}.{i}.jpg" for i in range(start_index, end_index)]
        for fname in fnames:
            shutil.copyfile(src=original_dir / fname,
                            dst=dir / fname)

make_subset("train", start_index=0, end_index=1000)
make_subset("validation", start_index=1000, end_index=1500)
make_subset("test", start_index=1500, end_index=2500)

Dataset Class and Image Loading¶

In [2]:
import numpy as np
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers
import pathlib
In [3]:
# This should point to the small dataset of the Kaggle Dogs vs Cats competition that was created in a previous notebook
data_folder = pathlib.Path('../data/kaggle_dogs_vs_cats_small')

Loading Image Data into a Dataset class for Training¶

In [4]:
from tensorflow.keras.utils import image_dataset_from_directory

train_dataset = image_dataset_from_directory(
    data_folder / "train",
    image_size=(180, 180),
    batch_size=32)
validation_dataset = image_dataset_from_directory(
    data_folder / "validation",
    image_size=(180, 180),
    batch_size=32)
test_dataset = image_dataset_from_directory(
    data_folder / "test",
    image_size=(180, 180),
    batch_size=32)

Found 2000 files belonging to 2 classes.
Found 1000 files belonging to 2 classes.
Found 2000 files belonging to 2 classes.

2024-12-02 00:41:20.934628: I metal_plugin/src/device/metal_device.cc:1154] Metal device set to: Apple M3
2024-12-02 00:41:20.934650: I metal_plugin/src/device/metal_device.cc:296] systemMemory: 16.00 GB
2024-12-02 00:41:20.934658: I metal_plugin/src/device/metal_device.cc:313] maxCacheSize: 5.33 GB
2024-12-02 00:41:20.934683: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:306] Could not identify NUMA node of platform GPU ID 0, defaulting to 0. Your kernel may not have been built with NUMA support.
2024-12-02 00:41:20.934695: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:272] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 0 MB memory) -> physical PluggableDevice (device: 0, name: METAL, pci bus id: <undefined>)

Custom CNN and Data Augmentation

Custom CNN and Data Augmentation¶

Objective:¶

Build a custom convolutional neural network (CNN) to classify the images into Dogs or Cats. Use data augmentation techniques to improve model generalization.

Key Steps:¶

  1. Define a custom CNN architecture.
  2. Train the model using augmented data.
  3. Save the best model using callbacks.
  4. Plot training and validation performance metrics.
In [5]:
inputs = keras.Input(shape=(180, 180, 3))
x = layers.Rescaling(1./255)(inputs)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)
In [6]:
model.summary()

Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_1 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 rescaling (Rescaling)       (None, 180, 180, 3)       0         
                                                                 
 conv2d (Conv2D)             (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d (MaxPooling2  (None, 89, 89, 32)        0         
 D)                                                              
                                                                 
 conv2d_1 (Conv2D)           (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_1 (MaxPoolin  (None, 43, 43, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_2 (Conv2D)           (None, 41, 41, 128)       73856     
                                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_1 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 rescaling (Rescaling)       (None, 180, 180, 3)       0         
                                                                 
 conv2d (Conv2D)             (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d (MaxPooling2  (None, 89, 89, 32)        0         
 D)                                                              
                                                                 
 conv2d_1 (Conv2D)           (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_1 (MaxPoolin  (None, 43, 43, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_2 (Conv2D)           (None, 41, 41, 128)       73856     
                                                                 
 max_pooling2d_2 (MaxPoolin  (None, 20, 20, 128)       0         
 g2D)                                                            
                                                                 
 conv2d_3 (Conv2D)           (None, 18, 18, 256)       295168    
                                                                 
 max_pooling2d_3 (MaxPoolin  (None, 9, 9, 256)         0         
 g2D)                                                            
                                                                 
 conv2d_4 (Conv2D)           (None, 7, 7, 256)         590080    
                                                                 
 flatten (Flatten)           (None, 12544)             0         
                                                                 
 dense (Dense)               (None, 1)                 12545     
                                                                 
=================================================================
Total params: 991041 (3.78 MB)
Trainable params: 991041 (3.78 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [7]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

Running the Model and Callback¶

In [8]:
callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/convnet_from_scratch.h5",  # Use .h5 extension for HDF5 format
        save_best_only=True,
        monitor="val_loss")
]
history = model.fit(
    train_dataset,
    epochs=30,
    validation_data=validation_dataset,
    callbacks=callbacks)

Epoch 1/30

2024-12-02 00:41:29.431144: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:117] Plugin optimizer for device_type GPU is enabled.

63/63 [==============================] - 8s 80ms/step - loss: 0.7274 - accuracy: 0.4935 - val_loss: 0.6923 - val_accuracy: 0.5030
Epoch 2/30
 1/63 [..............................] - ETA: 8s - loss: 0.6860 - accuracy: 0.6875
/Users/avtarsingh/miniconda/envs/tensorflow_metal/lib/python3.10/site-packages/keras/src/engine/training.py:3079: UserWarning: You are saving your model as an HDF5 file via `model.save()`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')`.
  saving_api.save_model(

63/63 [==============================] - 5s 74ms/step - loss: 0.7087 - accuracy: 0.5270 - val_loss: 0.6808 - val_accuracy: 0.5300
Epoch 3/30
63/63 [==============================] - 5s 73ms/step - loss: 0.6945 - accuracy: 0.5960 - val_loss: 0.6388 - val_accuracy: 0.6450
Epoch 4/30
63/63 [==============================] - 5s 73ms/step - loss: 0.6530 - accuracy: 0.6335 - val_loss: 0.6122 - val_accuracy: 0.6560
Epoch 5/30
63/63 [==============================] - 5s 73ms/step - loss: 0.6308 - accuracy: 0.6690 - val_loss: 0.6533 - val_accuracy: 0.6300
Epoch 6/30
63/63 [==============================] - 5s 73ms/step - loss: 0.5831 - accuracy: 0.6910 - val_loss: 0.5898 - val_accuracy: 0.6850
Epoch 7/30
63/63 [==============================] - 5s 74ms/step - loss: 0.5369 - accuracy: 0.7370 - val_loss: 0.5986 - val_accuracy: 0.6890
Epoch 8/30
63/63 [==============================] - 5s 72ms/step - loss: 0.4897 - accuracy: 0.7705 - val_loss: 0.5932 - val_accuracy: 0.7220
Epoch 9/30
63/63 [==============================] - 5s 72ms/step - loss: 0.4391 - accuracy: 0.8015 - val_loss: 0.6296 - val_accuracy: 0.7050
Epoch 10/30
63/63 [==============================] - 5s 74ms/step - loss: 0.3806 - accuracy: 0.8240 - val_loss: 0.6487 - val_accuracy: 0.7310
Epoch 11/30
63/63 [==============================] - 5s 74ms/step - loss: 0.3235 - accuracy: 0.8600 - val_loss: 0.6577 - val_accuracy: 0.7270
Epoch 12/30
63/63 [==============================] - 5s 72ms/step - loss: 0.2627 - accuracy: 0.8855 - val_loss: 0.8814 - val_accuracy: 0.6620
Epoch 13/30
63/63 [==============================] - 5s 74ms/step - loss: 0.2170 - accuracy: 0.9060 - val_loss: 0.9395 - val_accuracy: 0.7270
Epoch 14/30
63/63 [==============================] - 5s 73ms/step - loss: 0.1808 - accuracy: 0.9295 - val_loss: 1.0626 - val_accuracy: 0.7060
Epoch 15/30
63/63 [==============================] - 5s 74ms/step - loss: 0.1318 - accuracy: 0.9515 - val_loss: 1.1180 - val_accuracy: 0.7110
Epoch 16/30
63/63 [==============================] - 5s 74ms/step - loss: 0.1195 - accuracy: 0.9635 - val_loss: 1.1494 - val_accuracy: 0.7000
Epoch 17/30
63/63 [==============================] - 5s 76ms/step - loss: 0.0896 - accuracy: 0.9655 - val_loss: 1.2097 - val_accuracy: 0.7200
Epoch 18/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0735 - accuracy: 0.9730 - val_loss: 1.4930 - val_accuracy: 0.7320
Epoch 19/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0764 - accuracy: 0.9710 - val_loss: 1.4444 - val_accuracy: 0.7040
Epoch 20/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0640 - accuracy: 0.9770 - val_loss: 1.5482 - val_accuracy: 0.7230
Epoch 21/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0515 - accuracy: 0.9805 - val_loss: 1.9409 - val_accuracy: 0.7080
Epoch 22/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0630 - accuracy: 0.9810 - val_loss: 1.6449 - val_accuracy: 0.7190
Epoch 23/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0550 - accuracy: 0.9825 - val_loss: 2.0887 - val_accuracy: 0.7020
Epoch 24/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0689 - accuracy: 0.9760 - val_loss: 1.8194 - val_accuracy: 0.7270
Epoch 25/30
63/63 [==============================] - 5s 75ms/step - loss: 0.0398 - accuracy: 0.9885 - val_loss: 2.0964 - val_accuracy: 0.7060
Epoch 26/30
63/63 [==============================] - 5s 74ms/step - loss: 0.0617 - accuracy: 0.9820 - val_loss: 2.1857 - val_accuracy: 0.7020
Epoch 27/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0354 - accuracy: 0.9900 - val_loss: 2.1494 - val_accuracy: 0.7090
Epoch 28/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0792 - accuracy: 0.9775 - val_loss: 2.4700 - val_accuracy: 0.6860
Epoch 29/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0525 - accuracy: 0.9835 - val_loss: 2.2164 - val_accuracy: 0.7250
Epoch 30/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0439 - accuracy: 0.9860 - val_loss: 2.4196 - val_accuracy: 0.7120

Displaying the Results¶

In [10]:
import matplotlib.pyplot as plt
accuracy = history.history["accuracy"]
val_accuracy = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(accuracy) + 1)
plt.plot(epochs, accuracy, "bo", label="Training accuracy")
plt.plot(epochs, val_accuracy, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

We can see overfitting around epoch 12

Evaluating the model on the test set

In [15]:
test_model = keras.models.load_model("./models/convnet_from_scratch.keras")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")

---------------------------------------------------------------------------
OSError                                   Traceback (most recent call last)
Cell In[15], line 1
----> 1 test_model = keras.models.load_model("./models/convnet_from_scratch.keras")
      2 test_loss, test_acc = test_model.evaluate(test_dataset)
      3 print(f"Test accuracy: {test_acc:.3f}")

File ~/miniconda/envs/tensorflow_metal/lib/python3.10/site-packages/keras/src/saving/saving_api.py:262, in load_model(filepath, custom_objects, compile, safe_mode, **kwargs)
    254     return saving_lib.load_model(
    255         filepath,
    256         custom_objects=custom_objects,
    257         compile=compile,
    258         safe_mode=safe_mode,
    259     )
    261 # Legacy case.
--> 262 return legacy_sm_saving_lib.load_model(
    263     filepath, custom_objects=custom_objects, compile=compile, **kwargs
    264 )

File ~/miniconda/envs/tensorflow_metal/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:70, in filter_traceback.<locals>.error_handler(*args, **kwargs)
     67     filtered_tb = _process_traceback_frames(e.__traceback__)
     68     # To get the full stack trace, call:
     69     # `tf.debugging.disable_traceback_filtering()`
---> 70     raise e.with_traceback(filtered_tb) from None
     71 finally:
     72     del filtered_tb

File ~/miniconda/envs/tensorflow_metal/lib/python3.10/site-packages/keras/src/saving/legacy/save.py:234, in load_model(filepath, custom_objects, compile, options)
    232 if isinstance(filepath_str, str):
    233     if not tf.io.gfile.exists(filepath_str):
--> 234         raise IOError(
    235             f"No file or directory found at {filepath_str}"
    236         )
    238     if tf.io.gfile.isdir(filepath_str):
    239         return saved_model_load.load(
    240             filepath_str, compile, options
    241         )

OSError: No file or directory found at ./models/convnet_from_scratch.keras

Using data augmentation¶

In [17]:
data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

Displaying some randomly augmented training images

In [18]:
plt.figure(figsize=(10, 10))
for images, _ in train_dataset.take(1):
    for i in range(9):
        augmented_images = data_augmentation(images)
        ax = plt.subplot(3, 3, i + 1)
        plt.imshow(augmented_images[0].numpy().astype("uint8"))
        plt.axis("off")

2024-12-02 00:52:17.478075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:17.856142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:17.901080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:17.944544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:17.984381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:18.024671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:18.065181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:18.108823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-02 00:52:18.149535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

Defining a new convnet that includes image augmentation and dropout

Our new model includes two changes compared to the previous one:

  1. data augmentation as the first step
  2. a dropout layer just before the last layer for regularization
In [40]:
inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = layers.Rescaling(1./255)(x)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)

model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])
In [41]:
model.summary()

Model: "model_2"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_3 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential (Sequential)     (None, 180, 180, 3)       0         
                                                                 
 rescaling_2 (Rescaling)     (None, 180, 180, 3)       0         
                                                                 
 conv2d_10 (Conv2D)          (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d_8 (MaxPoolin  (None, 89, 89, 32)        0         
 g2D)                                                            
                                                                 
 conv2d_11 (Conv2D)          (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_9 (MaxPoolin  (None, 43, 43, 64)        0         
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_3 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential (Sequential)     (None, 180, 180, 3)       0         
                                                                 
 rescaling_2 (Rescaling)     (None, 180, 180, 3)       0         
                                                                 
 conv2d_10 (Conv2D)          (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d_8 (MaxPoolin  (None, 89, 89, 32)        0         
 g2D)                                                            
                                                                 
 conv2d_11 (Conv2D)          (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_9 (MaxPoolin  (None, 43, 43, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_12 (Conv2D)          (None, 41, 41, 128)       73856     
                                                                 
 max_pooling2d_10 (MaxPooli  (None, 20, 20, 128)       0         
 ng2D)                                                           
                                                                 
 conv2d_13 (Conv2D)          (None, 18, 18, 256)       295168    
                                                                 
 max_pooling2d_11 (MaxPooli  (None, 9, 9, 256)         0         
 ng2D)                                                           
                                                                 
 conv2d_14 (Conv2D)          (None, 7, 7, 256)         590080    
                                                                 
 flatten_2 (Flatten)         (None, 12544)             0         
                                                                 
 dropout_1 (Dropout)         (None, 12544)             0         
                                                                 
 dense_2 (Dense)             (None, 1)                 12545     
                                                                 
=================================================================
Total params: 991041 (3.78 MB)
Trainable params: 991041 (3.78 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

Training the Model for 100 Epochs¶

In [42]:
callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/convnet_from_scratch_with_augmentation",
        save_best_only=True,
        monitor="val_loss"
    )
]
history = model.fit(
    train_dataset,
    epochs=100,
    validation_data=validation_dataset,
    callbacks=callbacks)

Epoch 1/100

2024-12-03 15:19:37.916490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 1.0294 - accuracy: 0.4688  
2024-12-03 15:19:38.364947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:38.504688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.8317 - accuracy: 0.4750
2024-12-03 15:19:38.606626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:38.694037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:38.782286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.7844 - accuracy: 0.4727
2024-12-03 15:19:38.877613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:38.969664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.059620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.7606 - accuracy: 0.4801
2024-12-03 15:19:39.154897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.247029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.336917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.7462 - accuracy: 0.4866
2024-12-03 15:19:39.431733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.520808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.609392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.7373 - accuracy: 0.4890
2024-12-03 15:19:39.699538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.787627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:39.876526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.7305 - accuracy: 0.5063
2024-12-03 15:19:39.961333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.050854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.141390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.7260 - accuracy: 0.5000
2024-12-03 15:19:40.230453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.321563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.410957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.7221 - accuracy: 0.5048
2024-12-03 15:19:40.531608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.621660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.708430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.7196 - accuracy: 0.5022
2024-12-03 15:19:40.798204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.886472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:40.974280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.7170 - accuracy: 0.5049
2024-12-03 15:19:41.063824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.151779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.242147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.7149 - accuracy: 0.5036
2024-12-03 15:19:41.330449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.419595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.509101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.7130 - accuracy: 0.5082
2024-12-03 15:19:41.596051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.685811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.776721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.7117 - accuracy: 0.5046
2024-12-03 15:19:41.863800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:41.953663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.043090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.7105 - accuracy: 0.5078
2024-12-03 15:19:42.132902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.224530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.312716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.7097 - accuracy: 0.5061
2024-12-03 15:19:42.403285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.529464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.7088 - accuracy: 0.5051
2024-12-03 15:19:42.621420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.714406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.804423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.7080 - accuracy: 0.5036
2024-12-03 15:19:42.894269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:42.985432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.076236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.7072 - accuracy: 0.5068
2024-12-03 15:19:43.165880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.252543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.337508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.7066 - accuracy: 0.5070
2024-12-03 15:19:43.425244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.511322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.595951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.7060 - accuracy: 0.5077
2024-12-03 15:19:43.683155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.769245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:43.856584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.7058 - accuracy: 0.5066
2024-12-03 15:19:43.941507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.7057 - accuracy: 0.5075INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 126ms/step - loss: 0.7057 - accuracy: 0.5075 - val_loss: 0.6910 - val_accuracy: 0.6110
Epoch 2/100

2024-12-03 15:19:46.200345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 11s - loss: 0.6878 - accuracy: 0.6250
2024-12-03 15:19:46.384518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.6839 - accuracy: 0.5938
2024-12-03 15:19:46.479834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:46.568292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6887 - accuracy: 0.5859
2024-12-03 15:19:46.659021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6924 - accuracy: 0.5312
2024-12-03 15:19:46.750330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:46.837845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6926 - accuracy: 0.5134
2024-12-03 15:19:46.928304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 4s - loss: 0.6921 - accuracy: 0.5104
2024-12-03 15:19:47.020602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:47.114085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.6921 - accuracy: 0.5094
2024-12-03 15:19:47.212473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 4s - loss: 0.6912 - accuracy: 0.5227
2024-12-03 15:19:47.310186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.6911 - accuracy: 0.5208
2024-12-03 15:19:47.436743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.6931 - accuracy: 0.4978
2024-12-03 15:19:47.530048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:47.619058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.6931 - accuracy: 0.4958
2024-12-03 15:19:47.710049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.6930 - accuracy: 0.4982
2024-12-03 15:19:47.800997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:47.888900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.6927 - accuracy: 0.5052
2024-12-03 15:19:47.979864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.6932 - accuracy: 0.5016
2024-12-03 15:19:48.069752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:48.165732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 3s - loss: 0.6933 - accuracy: 0.5000
2024-12-03 15:19:48.259413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.6930 - accuracy: 0.5027
2024-12-03 15:19:48.359759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:48.464244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.6922 - accuracy: 0.5052
2024-12-03 15:19:48.585860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.6914 - accuracy: 0.5132
2024-12-03 15:19:48.687599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:48.787160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.6980 - accuracy: 0.5069
2024-12-03 15:19:48.900028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.6975 - accuracy: 0.5140
2024-12-03 15:19:49.005718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.6970 - accuracy: 0.5177
2024-12-03 15:19:49.103772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:49.209926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.6965 - accuracy: 0.5212
2024-12-03 15:19:49.317714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.6965 - accuracy: 0.5246
2024-12-03 15:19:49.417150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.6964 - accuracy: 0.5276
2024-12-03 15:19:49.523872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:49.623420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.6965 - accuracy: 0.5250
2024-12-03 15:19:49.806447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.6964 - accuracy: 0.5236
2024-12-03 15:19:49.899637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:50.009643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.6961 - accuracy: 0.5248
2024-12-03 15:19:50.107455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:50.201912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.6959 - accuracy: 0.5281
2024-12-03 15:19:50.295606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.6942 - accuracy: 0.5335
2024-12-03 15:19:50.392260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:50.487331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.6939 - accuracy: 0.5378
2024-12-03 15:19:50.585497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.6936 - accuracy: 0.5368
2024-12-03 15:19:50.679987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:50.772583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.6934 - accuracy: 0.5394
2024-12-03 15:19:50.867427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.6942 - accuracy: 0.5410
2024-12-03 15:19:50.960636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:51.053761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.6939 - accuracy: 0.5415
2024-12-03 15:19:51.145110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.6947 - accuracy: 0.5394
2024-12-03 15:19:51.276209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.6944 - accuracy: 0.5433
2024-12-03 15:19:51.368937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:51.462554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.6944 - accuracy: 0.5413
2024-12-03 15:19:51.552537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.6941 - accuracy: 0.5420
2024-12-03 15:19:51.647406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:51.733974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.6938 - accuracy: 0.5424
2024-12-03 15:19:51.820743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.6926 - accuracy: 0.5458
2024-12-03 15:19:51.914111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:52.001266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.6956 - accuracy: 0.5434
2024-12-03 15:19:52.087954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.6954 - accuracy: 0.5420
2024-12-03 15:19:52.182799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:52.270051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.6952 - accuracy: 0.5449
2024-12-03 15:19:52.356688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6951 - accuracy: 0.5450INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 132ms/step - loss: 0.6951 - accuracy: 0.5450 - val_loss: 0.6880 - val_accuracy: 0.5090
Epoch 3/100

2024-12-03 15:19:54.595863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 11s - loss: 0.6792 - accuracy: 0.4688
2024-12-03 15:19:54.786886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.6771 - accuracy: 0.5729
2024-12-03 15:19:54.883083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:54.975524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6769 - accuracy: 0.5703
2024-12-03 15:19:55.071164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6758 - accuracy: 0.5781
2024-12-03 15:19:55.166981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:55.259264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6783 - accuracy: 0.5625
2024-12-03 15:19:55.360338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.6775 - accuracy: 0.5590
2024-12-03 15:19:55.454561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:55.548111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.6793 - accuracy: 0.5500
2024-12-03 15:19:55.641906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.6855 - accuracy: 0.5398
2024-12-03 15:19:55.785033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.6861 - accuracy: 0.5361
2024-12-03 15:19:55.878698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:55.977603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.6872 - accuracy: 0.5290
2024-12-03 15:19:56.073885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.6865 - accuracy: 0.5332
2024-12-03 15:19:56.168024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:56.261370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.6864 - accuracy: 0.5349
2024-12-03 15:19:56.352990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.6856 - accuracy: 0.5428
2024-12-03 15:19:56.446886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:56.544598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.6857 - accuracy: 0.5359
2024-12-03 15:19:56.637206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.6852 - accuracy: 0.5372
2024-12-03 15:19:56.730429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.6867 - accuracy: 0.5398
2024-12-03 15:19:56.851296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.6860 - accuracy: 0.5417
2024-12-03 15:19:56.949690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:57.040065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.6860 - accuracy: 0.5475
2024-12-03 15:19:57.127302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.6858 - accuracy: 0.5498
2024-12-03 15:19:57.232590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:57.325607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.6854 - accuracy: 0.5536
2024-12-03 15:19:57.415875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.6853 - accuracy: 0.5562
2024-12-03 15:19:57.504917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:57.596382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.6852 - accuracy: 0.5585
2024-12-03 15:19:57.686827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.6937 - accuracy: 0.5568
2024-12-03 15:19:57.777349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:57.869333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.6924 - accuracy: 0.5538
2024-12-03 15:19:57.981419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.073007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.162887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.6918 - accuracy: 0.5505
2024-12-03 15:19:58.252440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.343904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.433898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.6905 - accuracy: 0.5513
2024-12-03 15:19:58.523507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.614045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.704397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.6891 - accuracy: 0.5569
2024-12-03 15:19:58.793559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.884446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:58.970480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.6931 - accuracy: 0.5521
2024-12-03 15:19:59.060843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.150833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.237882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.6921 - accuracy: 0.5539
2024-12-03 15:19:59.327457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.419895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.507082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.6918 - accuracy: 0.5532
2024-12-03 15:19:59.598476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.686995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.773868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.6909 - accuracy: 0.5565
2024-12-03 15:19:59.867473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:19:59.955311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:00.042062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6941 - accuracy: 0.5562
2024-12-03 15:20:00.127343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:00.216089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:00.299740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6927 - accuracy: 0.5570
2024-12-03 15:20:00.386049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:00.471165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 122ms/step - loss: 0.6927 - accuracy: 0.5570 - val_loss: 0.6643 - val_accuracy: 0.5770
Epoch 4/100

2024-12-03 15:20:02.353585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 10s - loss: 0.6435 - accuracy: 0.6250
2024-12-03 15:20:02.532732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.6890 - accuracy: 0.5312
2024-12-03 15:20:02.631124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:02.724439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.7196 - accuracy: 0.5391
2024-12-03 15:20:02.814193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.7071 - accuracy: 0.5417
2024-12-03 15:20:02.907189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:02.995818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.7011 - accuracy: 0.5536
2024-12-03 15:20:03.097891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.6916 - accuracy: 0.5660
2024-12-03 15:20:03.190887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:03.304662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.6822 - accuracy: 0.5824
2024-12-03 15:20:03.402777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:03.496530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.6784 - accuracy: 0.5938
2024-12-03 15:20:03.587711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.6737 - accuracy: 0.6071
2024-12-03 15:20:03.678991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:03.770013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.6710 - accuracy: 0.6125
2024-12-03 15:20:03.862365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.6693 - accuracy: 0.6121
2024-12-03 15:20:03.954495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.045852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.6804 - accuracy: 0.6007
2024-12-03 15:20:04.136871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.6809 - accuracy: 0.5953
2024-12-03 15:20:04.229886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.319469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.6828 - accuracy: 0.5938
2024-12-03 15:20:04.436775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.537930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.627012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.6827 - accuracy: 0.5877
2024-12-03 15:20:04.719634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.816739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:04.905071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.6821 - accuracy: 0.5862
2024-12-03 15:20:04.992211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.080230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.166477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.6765 - accuracy: 0.5996
2024-12-03 15:20:05.254451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.352805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.439920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.6755 - accuracy: 0.5973
2024-12-03 15:20:05.531225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.621767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.710571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.6756 - accuracy: 0.6036
2024-12-03 15:20:05.799643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.890405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:05.976771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.6731 - accuracy: 0.6052
2024-12-03 15:20:06.067634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.153978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.238947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.6722 - accuracy: 0.6044
2024-12-03 15:20:06.329930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.420357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.507502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.6679 - accuracy: 0.6090
2024-12-03 15:20:06.601941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.692481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.780798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.6692 - accuracy: 0.6100
2024-12-03 15:20:06.878556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:06.994901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.6745 - accuracy: 0.6052
2024-12-03 15:20:07.084911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.175803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.264628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.6756 - accuracy: 0.6017
2024-12-03 15:20:07.354965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.454338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.548291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.6769 - accuracy: 0.6020
2024-12-03 15:20:07.642577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.768392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6776 - accuracy: 0.5974
2024-12-03 15:20:07.863600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:07.952899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:08.040816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6772 - accuracy: 0.5970
2024-12-03 15:20:08.138179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:08.229549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 103ms/step - loss: 0.6772 - accuracy: 0.5970 - val_loss: 0.6679 - val_accuracy: 0.5950
Epoch 5/100
 1/63 [..............................] - ETA: 10s - loss: 0.6639 - accuracy: 0.6250
2024-12-03 15:20:08.926992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.090475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6551 - accuracy: 0.6328
2024-12-03 15:20:09.182005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.276877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.368039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6276 - accuracy: 0.6607
2024-12-03 15:20:09.459195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.569880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.6466 - accuracy: 0.6285
2024-12-03 15:20:09.664319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.761036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:09.856296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.6550 - accuracy: 0.6146
2024-12-03 15:20:09.973726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.076365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.173205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.6503 - accuracy: 0.6313
2024-12-03 15:20:10.268174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.365196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.460846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.6474 - accuracy: 0.6324
2024-12-03 15:20:10.560059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.678692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.6432 - accuracy: 0.6299
2024-12-03 15:20:10.797895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:10.920042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.6616 - accuracy: 0.6250
2024-12-03 15:20:11.022734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.143196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.6600 - accuracy: 0.6289
2024-12-03 15:20:11.247683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.346217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.436088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.6630 - accuracy: 0.6202
2024-12-03 15:20:11.540760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.674194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.6626 - accuracy: 0.6196
2024-12-03 15:20:11.787336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.888711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:11.984024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.6563 - accuracy: 0.6221
2024-12-03 15:20:12.093297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.190456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.286552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.6577 - accuracy: 0.6196
2024-12-03 15:20:12.381431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.478416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.574770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.6565 - accuracy: 0.6217
2024-12-03 15:20:12.692320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.794976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:12.891069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.6562 - accuracy: 0.6204
2024-12-03 15:20:12.990377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:13.089219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:13.187063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.6550 - accuracy: 0.6221
2024-12-03 15:20:13.290357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:13.409598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.6543 - accuracy: 0.6222
2024-12-03 15:20:13.509806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:13.650434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.6561 - accuracy: 0.6237
2024-12-03 15:20:13.743463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:13.860492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.6555 - accuracy: 0.6237
2024-12-03 15:20:13.949353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.038725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.131797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.6541 - accuracy: 0.6232
2024-12-03 15:20:14.224140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.311854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.406685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.6568 - accuracy: 0.6183
2024-12-03 15:20:14.496675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.584440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.671630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.6554 - accuracy: 0.6186
2024-12-03 15:20:14.763940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.849207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:14.933930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.6565 - accuracy: 0.6169
2024-12-03 15:20:15.016945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:15.102764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:15.184526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 110ms/step - loss: 0.6569 - accuracy: 0.6165 - val_loss: 0.7401 - val_accuracy: 0.5570
Epoch 6/100
 1/63 [..............................] - ETA: 9s - loss: 0.7933 - accuracy: 0.5000
2024-12-03 15:20:15.913806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.071650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6593 - accuracy: 0.6094
2024-12-03 15:20:16.183090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.274217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.370462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6420 - accuracy: 0.6384
2024-12-03 15:20:16.477012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.582579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.672355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.6307 - accuracy: 0.6625
2024-12-03 15:20:16.778757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.875079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:16.976925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.6211 - accuracy: 0.6562
2024-12-03 15:20:17.071933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.162269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.255234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.6257 - accuracy: 0.6523
2024-12-03 15:20:17.367885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.464667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.562347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.6154 - accuracy: 0.6645
2024-12-03 15:20:17.652718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.741290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:17.828578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.6222 - accuracy: 0.6562
2024-12-03 15:20:17.919907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.015332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.107476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.6230 - accuracy: 0.6538
2024-12-03 15:20:18.222970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.319106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.409808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.6200 - accuracy: 0.6540
2024-12-03 15:20:18.508846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.607072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.693710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.6174 - accuracy: 0.6552
2024-12-03 15:20:18.780726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.868598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:18.953739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.6270 - accuracy: 0.6535
2024-12-03 15:20:19.039089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.136824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.227417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.6250 - accuracy: 0.6503
2024-12-03 15:20:19.323795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.428892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.519087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.6304 - accuracy: 0.6438
2024-12-03 15:20:19.605955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.696331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.785348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.6285 - accuracy: 0.6461
2024-12-03 15:20:19.877268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:19.978746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.070726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.6261 - accuracy: 0.6508
2024-12-03 15:20:20.171083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.259936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.350070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.6213 - accuracy: 0.6550
2024-12-03 15:20:20.438637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.528709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.617542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.6286 - accuracy: 0.6544
2024-12-03 15:20:20.721032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.816721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:20.908679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.6310 - accuracy: 0.6534
2024-12-03 15:20:21.000363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.095911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.6320 - accuracy: 0.6497
2024-12-03 15:20:21.202297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.301942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.395982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6311 - accuracy: 0.6500
2024-12-03 15:20:21.483700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.575334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.664688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6286 - accuracy: 0.6550
2024-12-03 15:20:21.773953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:21.865144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 127ms/step - loss: 0.6286 - accuracy: 0.6550 - val_loss: 0.5891 - val_accuracy: 0.6720
Epoch 7/100

2024-12-03 15:20:23.938023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.5976 - accuracy: 0.6562
2024-12-03 15:20:24.147789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.256346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.345132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6097 - accuracy: 0.6510
2024-12-03 15:20:24.434818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.523636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.609388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 4s - loss: 0.5981 - accuracy: 0.6771
2024-12-03 15:20:24.702419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.793776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:24.885266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.6339 - accuracy: 0.6719
2024-12-03 15:20:24.976765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.071768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.158246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.6214 - accuracy: 0.6854
2024-12-03 15:20:25.247590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.336441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.423082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.6109 - accuracy: 0.6967
2024-12-03 15:20:25.508807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.639738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 3s - loss: 0.6106 - accuracy: 0.6875
2024-12-03 15:20:25.723146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.812498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:25.900682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.6060 - accuracy: 0.6861
2024-12-03 15:20:25.987908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.078923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.168599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.6026 - accuracy: 0.6839
2024-12-03 15:20:26.255829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.350325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.441521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.6041 - accuracy: 0.6810
2024-12-03 15:20:26.534385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.626313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.711939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.6016 - accuracy: 0.6758
2024-12-03 15:20:26.805922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.892511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:26.979967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.6011 - accuracy: 0.6786
2024-12-03 15:20:27.066495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.153656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.238387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.6024 - accuracy: 0.6785
2024-12-03 15:20:27.340734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.442139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.535647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.6061 - accuracy: 0.6745
2024-12-03 15:20:27.626128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.715471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.807166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.6023 - accuracy: 0.6797
2024-12-03 15:20:27.901049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:27.992365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.080121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.6067 - accuracy: 0.6809
2024-12-03 15:20:28.174095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.262866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.362007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.6079 - accuracy: 0.6825
2024-12-03 15:20:28.458829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.556004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.649443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.6131 - accuracy: 0.6792
2024-12-03 15:20:28.743030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.841565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:28.940048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.6117 - accuracy: 0.6769
2024-12-03 15:20:29.029676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:29.121632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.6103 - accuracy: 0.6767
2024-12-03 15:20:29.234513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:29.326573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:29.410939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.6089 - accuracy: 0.6798
2024-12-03 15:20:29.498050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:29.588279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:29.676260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6105 - accuracy: 0.6770
2024-12-03 15:20:29.768811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 101ms/step - loss: 0.6105 - accuracy: 0.6770 - val_loss: 0.6384 - val_accuracy: 0.6670
Epoch 8/100
 1/63 [..............................] - ETA: 9s - loss: 0.7173 - accuracy: 0.6875
2024-12-03 15:20:30.440009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:30.594842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6021 - accuracy: 0.7188
2024-12-03 15:20:30.686487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:30.775978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:30.868687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6027 - accuracy: 0.7083
2024-12-03 15:20:30.964619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:31.070495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.5938 - accuracy: 0.7070
2024-12-03 15:20:31.228093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:31.343796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.5841 - accuracy: 0.7094
2024-12-03 15:20:31.460856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:31.575345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.5890 - accuracy: 0.7067
2024-12-03 15:20:31.688154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:31.787475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:31.885597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.5893 - accuracy: 0.7090
2024-12-03 15:20:31.984107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.079286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.169382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.5950 - accuracy: 0.7089
2024-12-03 15:20:32.256794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.347382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.439105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.6036 - accuracy: 0.6918
2024-12-03 15:20:32.533549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.626751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.714051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.6039 - accuracy: 0.6888
2024-12-03 15:20:32.801671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.889735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:32.980563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.5887 - accuracy: 0.7009
2024-12-03 15:20:33.114989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:33.216468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:33.311528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.5901 - accuracy: 0.6996
2024-12-03 15:20:33.407279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:33.504523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.5941 - accuracy: 0.6963
2024-12-03 15:20:33.613273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:33.730901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.5931 - accuracy: 0.7022
2024-12-03 15:20:33.846055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:33.962201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.5854 - accuracy: 0.7092
2024-12-03 15:20:34.076912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.192214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.5841 - accuracy: 0.7107
2024-12-03 15:20:34.285167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.380197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.474225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.5833 - accuracy: 0.7106
2024-12-03 15:20:34.565980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.660731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.761683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.5856 - accuracy: 0.7067
2024-12-03 15:20:34.861688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:34.996836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.5844 - accuracy: 0.7068
2024-12-03 15:20:35.098336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.190886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.280827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.5805 - accuracy: 0.7119
2024-12-03 15:20:35.372509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.464694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.558029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.5810 - accuracy: 0.7093
2024-12-03 15:20:35.651605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.742988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:35.831283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.5824 - accuracy: 0.7048
2024-12-03 15:20:35.923041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:36.011905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:36.101055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.5824 - accuracy: 0.7002
2024-12-03 15:20:36.187350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:36.274444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:36.359365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5825 - accuracy: 0.7001
2024-12-03 15:20:36.446414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:36.541928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5818 - accuracy: 0.7010
2024-12-03 15:20:36.651137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 109ms/step - loss: 0.5818 - accuracy: 0.7010 - val_loss: 0.5927 - val_accuracy: 0.6660
Epoch 9/100
 1/63 [..............................] - ETA: 9s - loss: 0.7220 - accuracy: 0.6562
2024-12-03 15:20:37.330370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:37.490265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6373 - accuracy: 0.6562
2024-12-03 15:20:37.578322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:37.667040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:37.759945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6156 - accuracy: 0.6607
2024-12-03 15:20:37.851227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:37.942846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.032126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.5958 - accuracy: 0.6906
2024-12-03 15:20:38.121778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.218977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.316854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.5909 - accuracy: 0.7019
2024-12-03 15:20:38.404907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.494644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.584383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.5879 - accuracy: 0.7021
2024-12-03 15:20:38.674967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.804808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.5884 - accuracy: 0.6997
2024-12-03 15:20:38.899779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:38.989438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.077814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 3s - loss: 0.5725 - accuracy: 0.7113
2024-12-03 15:20:39.167799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.259378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.352680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.5788 - accuracy: 0.7005
2024-12-03 15:20:39.445788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.542290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.634902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.5809 - accuracy: 0.6956
2024-12-03 15:20:39.726352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.815820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:39.903682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.5767 - accuracy: 0.6990
2024-12-03 15:20:39.993283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.081013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.168239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.5784 - accuracy: 0.6992
2024-12-03 15:20:40.261462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.389715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.5687 - accuracy: 0.7080
2024-12-03 15:20:40.476515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.570377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.655799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.5739 - accuracy: 0.7023
2024-12-03 15:20:40.742653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.835100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:40.935214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.5755 - accuracy: 0.7005
2024-12-03 15:20:41.025623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.123106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.215975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.5750 - accuracy: 0.7010
2024-12-03 15:20:41.309838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.406837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.502304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.5779 - accuracy: 0.6988
2024-12-03 15:20:41.595127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.692138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.781501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.5761 - accuracy: 0.7038
2024-12-03 15:20:41.868288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:41.958586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.045003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.5769 - accuracy: 0.7011
2024-12-03 15:20:42.162245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.250185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.335897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.5751 - accuracy: 0.7065
2024-12-03 15:20:42.419149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.505128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.587467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.5732 - accuracy: 0.7082
2024-12-03 15:20:42.677127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.767904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:42.858616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5791 - accuracy: 0.7061
2024-12-03 15:20:42.944077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:43.030583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:43.115150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5792 - accuracy: 0.7060INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 124ms/step - loss: 0.5792 - accuracy: 0.7060 - val_loss: 0.5708 - val_accuracy: 0.6880
Epoch 10/100

2024-12-03 15:20:45.209000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.5263 - accuracy: 0.7812 
2024-12-03 15:20:45.507706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:45.641571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.5247 - accuracy: 0.7563
2024-12-03 15:20:45.742004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:45.840872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:45.931291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.5319 - accuracy: 0.7500
2024-12-03 15:20:46.055717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.150782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.250106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.5455 - accuracy: 0.7344
2024-12-03 15:20:46.357185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.462712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.5637 - accuracy: 0.7067
2024-12-03 15:20:46.568121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.665934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.764166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.5656 - accuracy: 0.7109
2024-12-03 15:20:46.862162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:46.963650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.061174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.5590 - accuracy: 0.7171
2024-12-03 15:20:47.156830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.247221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.337095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.5610 - accuracy: 0.7173
2024-12-03 15:20:47.429057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.528012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.628280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.5610 - accuracy: 0.7150
2024-12-03 15:20:47.725079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.821643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:47.910498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.5556 - accuracy: 0.7277
2024-12-03 15:20:47.998965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.089209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.176950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.5556 - accuracy: 0.7268
2024-12-03 15:20:48.299365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.407852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.5543 - accuracy: 0.7263
2024-12-03 15:20:48.504425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.602841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.702729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.5525 - accuracy: 0.7274
2024-12-03 15:20:48.796018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.891124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:48.979071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.5516 - accuracy: 0.7284
2024-12-03 15:20:49.070750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.163864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.262815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.5473 - accuracy: 0.7284
2024-12-03 15:20:49.353322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.443064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.534012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.5553 - accuracy: 0.7222
2024-12-03 15:20:49.623480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.719318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.816229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.5495 - accuracy: 0.7253
2024-12-03 15:20:49.904517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:49.998204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.087554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.5570 - accuracy: 0.7206
2024-12-03 15:20:50.183836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.282018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.372797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.5503 - accuracy: 0.7257
2024-12-03 15:20:50.463026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.555471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.663550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.5460 - accuracy: 0.7275
2024-12-03 15:20:50.761549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.851898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:50.941595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5479 - accuracy: 0.7271
2024-12-03 15:20:51.027287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:51.113651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:51.200656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5481 - accuracy: 0.7235
2024-12-03 15:20:51.287315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:51.378669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 127ms/step - loss: 0.5481 - accuracy: 0.7235 - val_loss: 0.5632 - val_accuracy: 0.6940
Epoch 11/100

2024-12-03 15:20:53.390108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 11s - loss: 0.7154 - accuracy: 0.6875
2024-12-03 15:20:53.574203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.6910 - accuracy: 0.6979
2024-12-03 15:20:53.668397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:53.754735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6663 - accuracy: 0.7109
2024-12-03 15:20:53.840342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6498 - accuracy: 0.6771
2024-12-03 15:20:53.927591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:54.016879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.6316 - accuracy: 0.6920
2024-12-03 15:20:54.112555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 4s - loss: 0.6106 - accuracy: 0.7049
2024-12-03 15:20:54.205654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:54.294859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.6087 - accuracy: 0.6969
2024-12-03 15:20:54.384278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.5915 - accuracy: 0.7057
2024-12-03 15:20:54.476226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:54.570123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.5899 - accuracy: 0.7043
2024-12-03 15:20:54.666504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.5933 - accuracy: 0.7076
2024-12-03 15:20:54.756584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.5985 - accuracy: 0.7021
2024-12-03 15:20:54.879108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.5976 - accuracy: 0.6985
2024-12-03 15:20:54.971745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:55.062112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.5963 - accuracy: 0.6979
2024-12-03 15:20:55.152142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 3s - loss: 0.5974 - accuracy: 0.6922
2024-12-03 15:20:55.249960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:55.342699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 3s - loss: 0.5977 - accuracy: 0.6905
2024-12-03 15:20:55.430674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.5965 - accuracy: 0.6861
2024-12-03 15:20:55.521501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:55.610451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.5928 - accuracy: 0.6888
2024-12-03 15:20:55.698626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.5860 - accuracy: 0.6923
2024-12-03 15:20:55.792887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:55.890784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.5828 - accuracy: 0.6933
2024-12-03 15:20:55.978615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.5904 - accuracy: 0.6864
2024-12-03 15:20:56.067771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:56.158731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.5887 - accuracy: 0.6875
2024-12-03 15:20:56.245146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 2s - loss: 0.5871 - accuracy: 0.6845
2024-12-03 15:20:56.335142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.5835 - accuracy: 0.6885
2024-12-03 15:20:56.468240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.5834 - accuracy: 0.6884
2024-12-03 15:20:56.561711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:56.659859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.5862 - accuracy: 0.6857
2024-12-03 15:20:56.758767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.5772 - accuracy: 0.6892
2024-12-03 15:20:56.853531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:56.946895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.5778 - accuracy: 0.6908
2024-12-03 15:20:57.041520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.5751 - accuracy: 0.6930
2024-12-03 15:20:57.132201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:57.221004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.5709 - accuracy: 0.6959
2024-12-03 15:20:57.310348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.5733 - accuracy: 0.6933
2024-12-03 15:20:57.401768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:57.488521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.5717 - accuracy: 0.6953
2024-12-03 15:20:57.584454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.5694 - accuracy: 0.6963
2024-12-03 15:20:57.679371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:57.769024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.5697 - accuracy: 0.6961
2024-12-03 15:20:57.859415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.5667 - accuracy: 0.6979
2024-12-03 15:20:57.980107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.5657 - accuracy: 0.7000
2024-12-03 15:20:58.069946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:58.163761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.5681 - accuracy: 0.6985
2024-12-03 15:20:58.256752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.5668 - accuracy: 0.6993
2024-12-03 15:20:58.351075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:58.441049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.5672 - accuracy: 0.6991
2024-12-03 15:20:58.533570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.5694 - accuracy: 0.6975
2024-12-03 15:20:58.618874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:58.704081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.5669 - accuracy: 0.6996
2024-12-03 15:20:58.788025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.5633 - accuracy: 0.7007
2024-12-03 15:20:58.872353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:58.958244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5651 - accuracy: 0.7000
2024-12-03 15:20:59.042894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5640 - accuracy: 0.7006
2024-12-03 15:20:59.133843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:20:59.223785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5645 - accuracy: 0.6995INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 8s 125ms/step - loss: 0.5645 - accuracy: 0.6995 - val_loss: 0.5160 - val_accuracy: 0.7360
Epoch 12/100

2024-12-03 15:21:01.332594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 10s - loss: 0.6273 - accuracy: 0.7188
2024-12-03 15:21:01.512079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.5655 - accuracy: 0.7500
2024-12-03 15:21:01.606933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:01.700959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5377 - accuracy: 0.7812
2024-12-03 15:21:01.788424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.5466 - accuracy: 0.7552
2024-12-03 15:21:01.879592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:01.969376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.5502 - accuracy: 0.7500
2024-12-03 15:21:02.068450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.5891 - accuracy: 0.7396
2024-12-03 15:21:02.165436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:02.257631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.5871 - accuracy: 0.7312
2024-12-03 15:21:02.345028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.5856 - accuracy: 0.7188
2024-12-03 15:21:02.435643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:02.529639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.5895 - accuracy: 0.7063
2024-12-03 15:21:02.646263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:02.741515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:02.836196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.5858 - accuracy: 0.7118
2024-12-03 15:21:02.925773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.015048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.108545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 3s - loss: 0.5858 - accuracy: 0.7098
2024-12-03 15:21:03.200698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.288105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.374076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.5747 - accuracy: 0.7135
2024-12-03 15:21:03.459607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.544360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.632778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.5685 - accuracy: 0.7222
2024-12-03 15:21:03.731976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.824868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:03.915844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.5614 - accuracy: 0.7302
2024-12-03 15:21:04.002350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.089007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.174715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.5564 - accuracy: 0.7348
2024-12-03 15:21:04.260230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.347659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.437999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.5586 - accuracy: 0.7344
2024-12-03 15:21:04.530564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.618586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.703127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.5554 - accuracy: 0.7332
2024-12-03 15:21:04.797745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.885901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:04.970592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 1s - loss: 0.5577 - accuracy: 0.7299
2024-12-03 15:21:05.068414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.164473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.254082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.5530 - accuracy: 0.7361
2024-12-03 15:21:05.345821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.441538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.529665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.5527 - accuracy: 0.7363
2024-12-03 15:21:05.620303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.715294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.801859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.5497 - accuracy: 0.7384
2024-12-03 15:21:05.893105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:05.984223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.073725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.5471 - accuracy: 0.7378
2024-12-03 15:21:06.165875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.257386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.341266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.5498 - accuracy: 0.7352
2024-12-03 15:21:06.426555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.510072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.595047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5514 - accuracy: 0.7328
2024-12-03 15:21:06.693894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.781511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:06.866664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5501 - accuracy: 0.7319
2024-12-03 15:21:06.949414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:07.063090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 6s 101ms/step - loss: 0.5503 - accuracy: 0.7310 - val_loss: 0.5798 - val_accuracy: 0.6960
Epoch 13/100
 1/63 [..............................] - ETA: 12s - loss: 0.5039 - accuracy: 0.6875
2024-12-03 15:21:07.744172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.5796 - accuracy: 0.7292
2024-12-03 15:21:07.946674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.033181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.119632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.6397 - accuracy: 0.7031
2024-12-03 15:21:08.206757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.294378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.394309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.6192 - accuracy: 0.7153
2024-12-03 15:21:08.519961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.622144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.717663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.6047 - accuracy: 0.7083
2024-12-03 15:21:08.813147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:08.907182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.003889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.5887 - accuracy: 0.7146
2024-12-03 15:21:09.098912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.196117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.289998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.5877 - accuracy: 0.7101
2024-12-03 15:21:09.384979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.480044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.569457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.5902 - accuracy: 0.7113
2024-12-03 15:21:09.659501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.760132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:09.856261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.5736 - accuracy: 0.7188
2024-12-03 15:21:09.950216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.038478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.127536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.5725 - accuracy: 0.7164
2024-12-03 15:21:10.217141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.307069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.395859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.5625 - accuracy: 0.7177
2024-12-03 15:21:10.488288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.575715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.660989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.5635 - accuracy: 0.7169
2024-12-03 15:21:10.746912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.835138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:10.920685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.5594 - accuracy: 0.7205
2024-12-03 15:21:11.015333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.110850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.206470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.5618 - accuracy: 0.7188
2024-12-03 15:21:11.293429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.381171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.469174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 1s - loss: 0.5555 - accuracy: 0.7262
2024-12-03 15:21:11.554723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.644000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.735583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.5515 - accuracy: 0.7292
2024-12-03 15:21:11.866111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:11.964451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.051510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.5462 - accuracy: 0.7331
2024-12-03 15:21:12.143365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.233734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.321308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.5473 - accuracy: 0.7304
2024-12-03 15:21:12.409121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.505385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.5416 - accuracy: 0.7347
2024-12-03 15:21:12.612250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.711258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.811268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.5416 - accuracy: 0.7333
2024-12-03 15:21:12.899711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:12.987907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:13.078955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.5343 - accuracy: 0.7389
2024-12-03 15:21:13.188316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:13.292706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5340 - accuracy: 0.7372
2024-12-03 15:21:13.391683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:13.489341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:13.581193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5335 - accuracy: 0.7385
2024-12-03 15:21:13.672935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 105ms/step - loss: 0.5335 - accuracy: 0.7385 - val_loss: 0.5816 - val_accuracy: 0.7110
Epoch 14/100
 1/63 [..............................] - ETA: 11s - loss: 0.6129 - accuracy: 0.6562
2024-12-03 15:21:14.434442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:14.616395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.6445 - accuracy: 0.6406
2024-12-03 15:21:14.707646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:14.797720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:14.884089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 4s - loss: 0.5990 - accuracy: 0.6830
2024-12-03 15:21:14.972527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.059925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.148094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.6022 - accuracy: 0.6719
2024-12-03 15:21:15.237860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.334273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.423259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.5655 - accuracy: 0.7067
2024-12-03 15:21:15.513457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.608844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.704479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.5493 - accuracy: 0.7246
2024-12-03 15:21:15.795179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.885152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:15.969955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 3s - loss: 0.5571 - accuracy: 0.7237
2024-12-03 15:21:16.057273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.144903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.235737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.5508 - accuracy: 0.7244
2024-12-03 15:21:16.330970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.425633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.517977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.5337 - accuracy: 0.7362
2024-12-03 15:21:16.631737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.727299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:16.815421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.5288 - accuracy: 0.7388
2024-12-03 15:21:16.905635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.000122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.089247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 2s - loss: 0.5320 - accuracy: 0.7369
2024-12-03 15:21:17.179389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.267240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.353235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.5328 - accuracy: 0.7390
2024-12-03 15:21:17.437861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.524397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.611970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.5324 - accuracy: 0.7356
2024-12-03 15:21:17.701165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.789251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:17.872946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.5280 - accuracy: 0.7414
2024-12-03 15:21:17.961007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.049278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.141818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.5289 - accuracy: 0.7427
2024-12-03 15:21:18.268883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.360335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.446299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.5330 - accuracy: 0.7439
2024-12-03 15:21:18.536275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.620171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.708147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.5296 - accuracy: 0.7436
2024-12-03 15:21:18.798466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.891613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:18.982496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 0s - loss: 0.5240 - accuracy: 0.7464
2024-12-03 15:21:19.072255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.163268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.249184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.5202 - accuracy: 0.7494
2024-12-03 15:21:19.334551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.417176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.504636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.5235 - accuracy: 0.7473
2024-12-03 15:21:19.592957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.680390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.768971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5242 - accuracy: 0.7464
2024-12-03 15:21:19.859098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:19.951481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:20.033454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5249 - accuracy: 0.7460
2024-12-03 15:21:20.116566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 6s 99ms/step - loss: 0.5249 - accuracy: 0.7460 - val_loss: 0.5796 - val_accuracy: 0.6730
Epoch 15/100
 1/63 [..............................] - ETA: 9s - loss: 0.6390 - accuracy: 0.5938
2024-12-03 15:21:20.780973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:20.936948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5701 - accuracy: 0.6719
2024-12-03 15:21:21.023052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.109119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.195601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 4s - loss: 0.5827 - accuracy: 0.6741
2024-12-03 15:21:21.284333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.378335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.464852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.5630 - accuracy: 0.6969
2024-12-03 15:21:21.552293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.654671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.742839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.5511 - accuracy: 0.7067
2024-12-03 15:21:21.829640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:21.923499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.015211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.5482 - accuracy: 0.7129
2024-12-03 15:21:22.103533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.195324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.281572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 3s - loss: 0.5361 - accuracy: 0.7171
2024-12-03 15:21:22.366950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.453692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.544406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.5272 - accuracy: 0.7244
2024-12-03 15:21:22.637492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.728693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:22.819856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.5300 - accuracy: 0.7163
2024-12-03 15:21:22.907091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.003917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.097526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.5230 - accuracy: 0.7243
2024-12-03 15:21:23.210099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.306399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.397778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 2s - loss: 0.5184 - accuracy: 0.7278
2024-12-03 15:21:23.482190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.570536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.655542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.5132 - accuracy: 0.7335
2024-12-03 15:21:23.741950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.828654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:23.922747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.5155 - accuracy: 0.7356
2024-12-03 15:21:24.008062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.094361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.179701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.5178 - accuracy: 0.7344
2024-12-03 15:21:24.267419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.355042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.457212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 1s - loss: 0.5183 - accuracy: 0.7351
2024-12-03 15:21:24.550567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.686138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.5138 - accuracy: 0.7389
2024-12-03 15:21:24.782513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.879498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:24.966896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.5151 - accuracy: 0.7402
2024-12-03 15:21:25.052989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.142080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.228465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.5078 - accuracy: 0.7426
2024-12-03 15:21:25.322752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.419621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.513473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.5128 - accuracy: 0.7402
2024-12-03 15:21:25.606696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.697339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.783899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.5094 - accuracy: 0.7451
2024-12-03 15:21:25.873140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:25.962788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:26.060334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.5118 - accuracy: 0.7436
2024-12-03 15:21:26.167567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:26.295453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5120 - accuracy: 0.7414
2024-12-03 15:21:26.392527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:26.479693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:26.573167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 103ms/step - loss: 0.5110 - accuracy: 0.7420 - val_loss: 0.5203 - val_accuracy: 0.7410
Epoch 16/100
 1/63 [..............................] - ETA: 12s - loss: 0.5003 - accuracy: 0.6875
2024-12-03 15:21:27.316076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:27.513185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.4924 - accuracy: 0.7344
2024-12-03 15:21:27.622281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:27.718214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:27.819605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4851 - accuracy: 0.7455
2024-12-03 15:21:27.918119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.019624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.118592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.4958 - accuracy: 0.7396
2024-12-03 15:21:28.215905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.330753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.5323 - accuracy: 0.7273
2024-12-03 15:21:28.437814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.563502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.5496 - accuracy: 0.7232
2024-12-03 15:21:28.668590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.761642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:28.863415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.5271 - accuracy: 0.7353
2024-12-03 15:21:28.964903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.061436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.156667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.5207 - accuracy: 0.7297
2024-12-03 15:21:29.253018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.354011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.5124 - accuracy: 0.7415
2024-12-03 15:21:29.459227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.553489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.651599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.5011 - accuracy: 0.7513
2024-12-03 15:21:29.742711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.838905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:29.928973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4919 - accuracy: 0.7600
2024-12-03 15:21:30.046384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.146782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.242568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.4938 - accuracy: 0.7621
2024-12-03 15:21:30.334378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.427622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.516901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.4986 - accuracy: 0.7592
2024-12-03 15:21:30.607662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.701102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:30.802831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4934 - accuracy: 0.7618
2024-12-03 15:21:30.908603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.003727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.100249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.4965 - accuracy: 0.7641
2024-12-03 15:21:31.197597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.300994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.395714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.4941 - accuracy: 0.7641
2024-12-03 15:21:31.491362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.622453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.4925 - accuracy: 0.7639
2024-12-03 15:21:31.713415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.811886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:31.910739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.4890 - accuracy: 0.7689
2024-12-03 15:21:32.006083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.100332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.195473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.4824 - accuracy: 0.7733
2024-12-03 15:21:32.290116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.387674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.484941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.4808 - accuracy: 0.7726
2024-12-03 15:21:32.583358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.682772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.774854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.4896 - accuracy: 0.7659
2024-12-03 15:21:32.869199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:32.967873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:33.058471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4878 - accuracy: 0.7693
2024-12-03 15:21:33.172340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:33.270550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:33.361380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4905 - accuracy: 0.7685
2024-12-03 15:21:33.450407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:33.542446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 109ms/step - loss: 0.4905 - accuracy: 0.7685 - val_loss: 0.5386 - val_accuracy: 0.7560
Epoch 17/100
 1/63 [..............................] - ETA: 10s - loss: 0.5228 - accuracy: 0.7500
2024-12-03 15:21:34.285757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:34.459196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.4604 - accuracy: 0.8047
2024-12-03 15:21:34.554986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:34.657190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:34.754252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.5298 - accuracy: 0.7321
2024-12-03 15:21:34.853330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:34.954464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.048462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.5079 - accuracy: 0.7465
2024-12-03 15:21:35.146030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.288725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.5027 - accuracy: 0.7474
2024-12-03 15:21:35.386329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.478011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.567464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4962 - accuracy: 0.7563
2024-12-03 15:21:35.657156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.747080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:35.843716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4847 - accuracy: 0.7639
2024-12-03 15:21:35.941597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.032558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.120340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.4889 - accuracy: 0.7649
2024-12-03 15:21:36.209551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.302923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.389911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.4930 - accuracy: 0.7643
2024-12-03 15:21:36.479345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.569284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.679668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.4962 - accuracy: 0.7604
2024-12-03 15:21:36.771147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.866968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:36.965586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.4931 - accuracy: 0.7656
2024-12-03 15:21:37.065181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.158512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.252995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.4862 - accuracy: 0.7718
2024-12-03 15:21:37.345948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.444710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.538488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.4865 - accuracy: 0.7714
2024-12-03 15:21:37.646710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.754957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.4906 - accuracy: 0.7681
2024-12-03 15:21:37.867322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:37.962452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.058133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.4881 - accuracy: 0.7698
2024-12-03 15:21:38.190829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.295593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.389559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.4842 - accuracy: 0.7685
2024-12-03 15:21:38.487424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.580893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.681929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.4823 - accuracy: 0.7686
2024-12-03 15:21:38.790931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.892365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:38.985723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.4756 - accuracy: 0.7700
2024-12-03 15:21:39.088700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:39.192959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:39.287436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.4702 - accuracy: 0.7736
2024-12-03 15:21:39.381818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:39.473638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:39.562953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.4641 - accuracy: 0.7767
2024-12-03 15:21:39.651077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:39.779695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.4685 - accuracy: 0.7747
2024-12-03 15:21:39.891334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:40.007506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.4710 - accuracy: 0.7722
2024-12-03 15:21:40.119873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:40.229888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.4700 - accuracy: 0.7712
2024-12-03 15:21:40.330696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:40.419831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:40.503413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 109ms/step - loss: 0.4709 - accuracy: 0.7705 - val_loss: 0.5501 - val_accuracy: 0.7440
Epoch 18/100
 1/63 [..............................] - ETA: 10s - loss: 0.3324 - accuracy: 0.8750
2024-12-03 15:21:41.236341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:41.407292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5050 - accuracy: 0.7422
2024-12-03 15:21:41.495621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:41.589291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:41.680266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.4998 - accuracy: 0.7292
2024-12-03 15:21:41.784429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:41.911556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.5096 - accuracy: 0.7153
2024-12-03 15:21:42.004926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.096699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.188577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.4980 - accuracy: 0.7344
2024-12-03 15:21:42.283839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.386827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.485114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4564 - accuracy: 0.7625
2024-12-03 15:21:42.589693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.690490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.787740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4914 - accuracy: 0.7500
2024-12-03 15:21:42.879689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:42.972638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.060760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.5024 - accuracy: 0.7515
2024-12-03 15:21:43.151831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.248608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.345912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.4981 - accuracy: 0.7578
2024-12-03 15:21:43.474758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.569169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.662339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.4960 - accuracy: 0.7604
2024-12-03 15:21:43.759455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.850914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:43.935174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.4920 - accuracy: 0.7646
2024-12-03 15:21:44.021946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.115107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.200906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.4931 - accuracy: 0.7670
2024-12-03 15:21:44.284553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.378482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.471294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.4845 - accuracy: 0.7717
2024-12-03 15:21:44.565825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.659070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.750888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.4962 - accuracy: 0.7664
2024-12-03 15:21:44.839723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:44.969509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.4911 - accuracy: 0.7706
2024-12-03 15:21:45.069157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:45.170124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.4903 - accuracy: 0.7723
2024-12-03 15:21:45.271697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:45.385219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.4878 - accuracy: 0.7727
2024-12-03 15:21:45.503254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:45.619227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.4857 - accuracy: 0.7704
2024-12-03 15:21:45.725695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:45.853901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4756 - accuracy: 0.7761
2024-12-03 15:21:45.962561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.060990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.158818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.4820 - accuracy: 0.7739
2024-12-03 15:21:46.289535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.394353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.4826 - accuracy: 0.7706
2024-12-03 15:21:46.512199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.618827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.4827 - accuracy: 0.7701
2024-12-03 15:21:46.721383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.820905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:46.907408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.4833 - accuracy: 0.7691
2024-12-03 15:21:46.995916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:47.085229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:47.174337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.4800 - accuracy: 0.7727
2024-12-03 15:21:47.268306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:47.370253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:47.463935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 110ms/step - loss: 0.4778 - accuracy: 0.7740 - val_loss: 0.9466 - val_accuracy: 0.6710
Epoch 19/100
 1/63 [..............................] - ETA: 11s - loss: 0.5262 - accuracy: 0.7812
2024-12-03 15:21:48.243493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:48.425206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 7s - loss: 0.5510 - accuracy: 0.7396
2024-12-03 15:21:48.525883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:48.670228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.5166 - accuracy: 0.7448
2024-12-03 15:21:48.768595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:48.870883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:48.968279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.4832 - accuracy: 0.7708
2024-12-03 15:21:49.067728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.170019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.268255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4610 - accuracy: 0.7656
2024-12-03 15:21:49.368099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.468388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.566189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4817 - accuracy: 0.7563
2024-12-03 15:21:49.670105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.773677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:49.869971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.4682 - accuracy: 0.7665
2024-12-03 15:21:49.968829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.109971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4624 - accuracy: 0.7750
2024-12-03 15:21:50.208030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.307814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.400358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4711 - accuracy: 0.7690
2024-12-03 15:21:50.496969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.595886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.4692 - accuracy: 0.7700
2024-12-03 15:21:50.703086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.801691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:50.898351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4647 - accuracy: 0.7701
2024-12-03 15:21:50.998723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.102040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.193427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.4731 - accuracy: 0.7656
2024-12-03 15:21:51.284231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.411283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.4764 - accuracy: 0.7642
2024-12-03 15:21:51.501271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.597801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.696368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.4685 - accuracy: 0.7682
2024-12-03 15:21:51.789171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.877572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:51.965976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.4664 - accuracy: 0.7724
2024-12-03 15:21:52.053908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.141811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.234607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.4655 - accuracy: 0.7738
2024-12-03 15:21:52.325919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.417310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.504958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.4612 - accuracy: 0.7764
2024-12-03 15:21:52.592729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.681736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.774703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.4531 - accuracy: 0.7786
2024-12-03 15:21:52.874063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:52.976343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.063279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.4489 - accuracy: 0.7812
2024-12-03 15:21:53.156036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.247589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.339996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.4546 - accuracy: 0.7778
2024-12-03 15:21:53.430610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.523214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.608346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.4534 - accuracy: 0.7791
2024-12-03 15:21:53.695736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.787299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:53.876480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4524 - accuracy: 0.7797
2024-12-03 15:21:53.962884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:54.049111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:54.133349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.4550 - accuracy: 0.7777
2024-12-03 15:21:54.245828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:54.327596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 135ms/step - loss: 0.4551 - accuracy: 0.7775 - val_loss: 0.4905 - val_accuracy: 0.7810
Epoch 20/100

2024-12-03 15:21:56.812135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 12s - loss: 0.3490 - accuracy: 0.9062
2024-12-03 15:21:57.010069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.4530 - accuracy: 0.8281 
2024-12-03 15:21:57.112755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.4648 - accuracy: 0.7917
2024-12-03 15:21:57.219073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 5s - loss: 0.4630 - accuracy: 0.7937
2024-12-03 15:21:57.323659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.4763 - accuracy: 0.7760
2024-12-03 15:21:57.420583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:57.514694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.5001 - accuracy: 0.7569
2024-12-03 15:21:57.628102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:57.720904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:57.814378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4757 - accuracy: 0.7734
2024-12-03 15:21:57.909016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.005602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.110171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4724 - accuracy: 0.7854
2024-12-03 15:21:58.213440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.315498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.412320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4524 - accuracy: 0.7969
2024-12-03 15:21:58.509320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.604934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.699476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.4789 - accuracy: 0.7723
2024-12-03 15:21:58.794573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.892144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:58.993468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4762 - accuracy: 0.7799
2024-12-03 15:21:59.097830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:59.240342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.4695 - accuracy: 0.7825
2024-12-03 15:21:59.343595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:59.445309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.4727 - accuracy: 0.7778
2024-12-03 15:21:59.568680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:59.680461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.4671 - accuracy: 0.7802
2024-12-03 15:21:59.779904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:21:59.879083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.4589 - accuracy: 0.7853
2024-12-03 15:21:59.993970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:00.106580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.4735 - accuracy: 0.7784
2024-12-03 15:22:00.207931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:00.316168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.4696 - accuracy: 0.7786
2024-12-03 15:22:00.419128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:00.525512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.4602 - accuracy: 0.7845
2024-12-03 15:22:00.634960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:00.738568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.4690 - accuracy: 0.7837
2024-12-03 15:22:00.837025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:00.942108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.4656 - accuracy: 0.7850
2024-12-03 15:22:01.086011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:01.186789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:01.280215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.4700 - accuracy: 0.7812
2024-12-03 15:22:01.374752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:01.472619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:01.576067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.4599 - accuracy: 0.7878
2024-12-03 15:22:01.693908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:01.797404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4590 - accuracy: 0.7876
2024-12-03 15:22:01.900385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.007073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.4564 - accuracy: 0.7886
2024-12-03 15:22:02.107935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.227026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.4562 - accuracy: 0.7889
2024-12-03 15:22:02.329564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.472908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.4549 - accuracy: 0.7868
2024-12-03 15:22:02.570086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.673260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.4540 - accuracy: 0.7872
2024-12-03 15:22:02.773859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.872822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:02.972979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4600 - accuracy: 0.7823
2024-12-03 15:22:03.071358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:03.170352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4615 - accuracy: 0.7815
2024-12-03 15:22:03.276187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:03.388305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 138ms/step - loss: 0.4615 - accuracy: 0.7815 - val_loss: 0.4683 - val_accuracy: 0.7900
Epoch 21/100

2024-12-03 15:22:05.591520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 12s - loss: 0.5992 - accuracy: 0.6875
2024-12-03 15:22:05.790955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.5037 - accuracy: 0.7604
2024-12-03 15:22:05.891048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:05.984568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5130 - accuracy: 0.7578
2024-12-03 15:22:06.078536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.4789 - accuracy: 0.7865
2024-12-03 15:22:06.170320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:06.269676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4887 - accuracy: 0.7812
2024-12-03 15:22:06.367370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.4799 - accuracy: 0.7852
2024-12-03 15:22:06.509707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.4752 - accuracy: 0.7750
2024-12-03 15:22:06.613924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.4769 - accuracy: 0.7670
2024-12-03 15:22:06.718370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4812 - accuracy: 0.7604
2024-12-03 15:22:06.819513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.4859 - accuracy: 0.7596
2024-12-03 15:22:06.922006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:07.018853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4858 - accuracy: 0.7604
2024-12-03 15:22:07.124813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:07.227555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.4697 - accuracy: 0.7721
2024-12-03 15:22:07.340547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:07.466462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.4584 - accuracy: 0.7763
2024-12-03 15:22:07.640340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:07.754893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.4573 - accuracy: 0.7738
2024-12-03 15:22:07.868808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:07.986579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4579 - accuracy: 0.7772
2024-12-03 15:22:08.086112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:08.223204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.4689 - accuracy: 0.7725
2024-12-03 15:22:08.339701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:08.459154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.4731 - accuracy: 0.7720
2024-12-03 15:22:08.572386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:08.678898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.4689 - accuracy: 0.7769
2024-12-03 15:22:08.785588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:08.914494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.4609 - accuracy: 0.7823
2024-12-03 15:22:09.022897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:09.144531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.4577 - accuracy: 0.7860
2024-12-03 15:22:09.251265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:09.362740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.4511 - accuracy: 0.7902
2024-12-03 15:22:09.477190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:09.581794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.4478 - accuracy: 0.7911
2024-12-03 15:22:09.686632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:09.789676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.4491 - accuracy: 0.7909
2024-12-03 15:22:09.896305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:10.019899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.4484 - accuracy: 0.7912
2024-12-03 15:22:10.179706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:10.293273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.4467 - accuracy: 0.7936
2024-12-03 15:22:10.412061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:10.528356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.4449 - accuracy: 0.7958
2024-12-03 15:22:10.648985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:10.764418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.4397 - accuracy: 0.7999
2024-12-03 15:22:10.879415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:10.992598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4406 - accuracy: 0.8004
2024-12-03 15:22:11.108855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:11.225941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.4428 - accuracy: 0.7990
2024-12-03 15:22:11.343400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:11.489570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.4408 - accuracy: 0.8032
2024-12-03 15:22:11.588426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:11.689258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:11.780332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.4426 - accuracy: 0.8036
2024-12-03 15:22:11.881474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:11.998853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.4399 - accuracy: 0.8061
2024-12-03 15:22:12.099175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:12.199540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:12.297007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.4389 - accuracy: 0.8039
2024-12-03 15:22:12.398073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:12.493294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:12.583901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 122ms/step - loss: 0.4372 - accuracy: 0.8050 - val_loss: 0.5206 - val_accuracy: 0.7620
Epoch 22/100
 1/63 [..............................] - ETA: 10s - loss: 0.7227 - accuracy: 0.7812
2024-12-03 15:22:13.340121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:13.509150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.4768 - accuracy: 0.8203
2024-12-03 15:22:13.601247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:13.696275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:13.791039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4852 - accuracy: 0.8080
2024-12-03 15:22:13.881701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:13.978958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.072324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.4915 - accuracy: 0.7875
2024-12-03 15:22:14.168137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.266508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.355056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.4801 - accuracy: 0.7957
2024-12-03 15:22:14.444292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.537053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.628161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.4950 - accuracy: 0.7812
2024-12-03 15:22:14.741590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.838353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:14.926754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.4744 - accuracy: 0.7911
2024-12-03 15:22:15.021352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.115840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.204835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.4638 - accuracy: 0.7983
2024-12-03 15:22:15.306005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.412830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.506254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.4597 - accuracy: 0.8012
2024-12-03 15:22:15.602100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.690536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.782081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4682 - accuracy: 0.7924
2024-12-03 15:22:15.886740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:15.983301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.077288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.4653 - accuracy: 0.7913
2024-12-03 15:22:16.212991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.305164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.393447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.4603 - accuracy: 0.7941
2024-12-03 15:22:16.482328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.572947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.664094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4461 - accuracy: 0.8024
2024-12-03 15:22:16.765112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.865541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:16.961883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.4473 - accuracy: 0.8023
2024-12-03 15:22:17.060963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.154618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.243810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.4490 - accuracy: 0.8016
2024-12-03 15:22:17.331924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.424026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.511196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.4437 - accuracy: 0.7996
2024-12-03 15:22:17.654771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.754429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:17.844816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4400 - accuracy: 0.8029
2024-12-03 15:22:17.938710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.043763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.138754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.4425 - accuracy: 0.7993
2024-12-03 15:22:18.229035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.324332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.411613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.4411 - accuracy: 0.8006
2024-12-03 15:22:18.501912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.591990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.684093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.4382 - accuracy: 0.8026
2024-12-03 15:22:18.779378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:18.904486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4370 - accuracy: 0.8031
2024-12-03 15:22:18.998524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:19.095538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:19.186990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4352 - accuracy: 0.8040
2024-12-03 15:22:19.289347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:19.382684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 106ms/step - loss: 0.4352 - accuracy: 0.8040 - val_loss: 0.5473 - val_accuracy: 0.7570
Epoch 23/100
 1/63 [..............................] - ETA: 10s - loss: 0.5661 - accuracy: 0.7188
2024-12-03 15:22:20.106567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:20.285455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.4614 - accuracy: 0.7891
2024-12-03 15:22:20.384351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:20.487953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:20.583685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.4529 - accuracy: 0.7969
2024-12-03 15:22:20.681192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:20.800487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.4900 - accuracy: 0.7778
2024-12-03 15:22:20.898768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:20.997364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.099268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.4835 - accuracy: 0.7699
2024-12-03 15:22:21.204882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.311852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.4644 - accuracy: 0.7857
2024-12-03 15:22:21.416383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.517883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.610731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.4497 - accuracy: 0.7960
2024-12-03 15:22:21.705399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.795865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:21.890709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4446 - accuracy: 0.7922
2024-12-03 15:22:21.986363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.087776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.186707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4443 - accuracy: 0.7894
2024-12-03 15:22:22.320606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.419758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.510876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.4473 - accuracy: 0.7837
2024-12-03 15:22:22.604067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.697172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.789566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.4423 - accuracy: 0.7845
2024-12-03 15:22:22.889068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:22.987870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.084013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.4528 - accuracy: 0.7852
2024-12-03 15:22:23.177079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.268660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.355797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.4486 - accuracy: 0.7857
2024-12-03 15:22:23.443599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.535655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.638398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.4460 - accuracy: 0.7878
2024-12-03 15:22:23.754187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.843962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:23.932160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.4394 - accuracy: 0.7904
2024-12-03 15:22:24.021066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.114070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.207449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.4423 - accuracy: 0.7905
2024-12-03 15:22:24.304564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.403632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.499982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.4369 - accuracy: 0.7919
2024-12-03 15:22:24.600340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.701685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.796144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4374 - accuracy: 0.7908
2024-12-03 15:22:24.888624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:24.997232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.4356 - accuracy: 0.7903
2024-12-03 15:22:25.148373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.252255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.345762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.4361 - accuracy: 0.7920
2024-12-03 15:22:25.441754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.534473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.626672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.4356 - accuracy: 0.7899
2024-12-03 15:22:25.719868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.814982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:25.906644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4361 - accuracy: 0.7869
2024-12-03 15:22:25.997142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:26.091693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:26.184923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4318 - accuracy: 0.7900
2024-12-03 15:22:26.316561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 110ms/step - loss: 0.4318 - accuracy: 0.7900 - val_loss: 0.4955 - val_accuracy: 0.7970
Epoch 24/100

2024-12-03 15:22:27.089392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.5127 - accuracy: 0.7708
2024-12-03 15:22:27.398357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:27.502939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.5145 - accuracy: 0.7500
2024-12-03 15:22:27.605822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:27.718696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4626 - accuracy: 0.7812
2024-12-03 15:22:27.817377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:27.917300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.4736 - accuracy: 0.7773
2024-12-03 15:22:28.023185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:28.152448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.4706 - accuracy: 0.7812
2024-12-03 15:22:28.303001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:28.410192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4718 - accuracy: 0.7760
2024-12-03 15:22:28.509652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:28.615660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.4476 - accuracy: 0.7896
2024-12-03 15:22:28.731058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:28.832578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:28.929811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.4343 - accuracy: 0.7978
2024-12-03 15:22:29.028969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:29.129007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4279 - accuracy: 0.8047
2024-12-03 15:22:29.241834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:29.342612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:29.439662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.4288 - accuracy: 0.8026
2024-12-03 15:22:29.541850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:29.642598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.4328 - accuracy: 0.7987
2024-12-03 15:22:29.802589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:29.911880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.4292 - accuracy: 0.7981
2024-12-03 15:22:30.010597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:30.112243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.4243 - accuracy: 0.8039
2024-12-03 15:22:30.220773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:30.322660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.4198 - accuracy: 0.8062
2024-12-03 15:22:30.427204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:30.537581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.4267 - accuracy: 0.8027
2024-12-03 15:22:30.649280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:30.754773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.4346 - accuracy: 0.7941
2024-12-03 15:22:30.860345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:30.972913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.4314 - accuracy: 0.7986
2024-12-03 15:22:31.083754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4279 - accuracy: 0.7998
2024-12-03 15:22:31.286516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:31.401661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.4195 - accuracy: 0.8045
2024-12-03 15:22:31.516537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:31.621623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.4327 - accuracy: 0.7969
2024-12-03 15:22:31.747915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:31.854135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.4349 - accuracy: 0.7969
2024-12-03 15:22:31.954220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.052231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.148508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.4336 - accuracy: 0.7969
2024-12-03 15:22:32.241149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.374914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4321 - accuracy: 0.8017
2024-12-03 15:22:32.481070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.578229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.669726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.4276 - accuracy: 0.8053
2024-12-03 15:22:32.763613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.861146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:32.954961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.4252 - accuracy: 0.8074
2024-12-03 15:22:33.053002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.149194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.241138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.4237 - accuracy: 0.8065
2024-12-03 15:22:33.333248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.449303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4255 - accuracy: 0.8057
2024-12-03 15:22:33.546525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.636053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.723398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4238 - accuracy: 0.8085
2024-12-03 15:22:33.810289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:33.898390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 142ms/step - loss: 0.4238 - accuracy: 0.8085 - val_loss: 0.4158 - val_accuracy: 0.8160
Epoch 25/100

2024-12-03 15:22:36.193336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 11s - loss: 0.4097 - accuracy: 0.7812
2024-12-03 15:22:36.375837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.4977 - accuracy: 0.7708
2024-12-03 15:22:36.472257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:36.560307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.4713 - accuracy: 0.7812
2024-12-03 15:22:36.648169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.4317 - accuracy: 0.7865
2024-12-03 15:22:36.738891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:36.837141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.4272 - accuracy: 0.7951
2024-12-03 15:22:36.971116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.068765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.171041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4742 - accuracy: 0.7630
2024-12-03 15:22:37.275250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.366849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.455301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.4577 - accuracy: 0.7771
2024-12-03 15:22:37.543117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.634080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.726531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4465 - accuracy: 0.7778
2024-12-03 15:22:37.821936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:37.916676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.002354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4429 - accuracy: 0.7828
2024-12-03 15:22:38.090932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.212316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.4321 - accuracy: 0.7921
2024-12-03 15:22:38.300859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.393337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.486018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.4327 - accuracy: 0.7921
2024-12-03 15:22:38.579731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.669274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.756382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.4441 - accuracy: 0.7866
2024-12-03 15:22:38.843399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:38.929761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.015631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 2s - loss: 0.4411 - accuracy: 0.7842
2024-12-03 15:22:39.108333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.204236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.295569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.4396 - accuracy: 0.7840
2024-12-03 15:22:39.385931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.520112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4291 - accuracy: 0.7922
2024-12-03 15:22:39.621880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.717418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.802778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.4196 - accuracy: 0.8008
2024-12-03 15:22:39.891365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:39.984154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.071199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 1s - loss: 0.4206 - accuracy: 0.8006
2024-12-03 15:22:40.168217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.275635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.4171 - accuracy: 0.8035
2024-12-03 15:22:40.378388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.482754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.570876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.4120 - accuracy: 0.8060
2024-12-03 15:22:40.658407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.775552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.4177 - accuracy: 0.8037
2024-12-03 15:22:40.863238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:40.953460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.051343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 0s - loss: 0.4135 - accuracy: 0.8072
2024-12-03 15:22:41.145444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.241574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.334329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.4137 - accuracy: 0.8080
2024-12-03 15:22:41.421368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.511985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.598069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.4125 - accuracy: 0.8072
2024-12-03 15:22:41.685693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.773672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4108 - accuracy: 0.8069
2024-12-03 15:22:41.893996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:41.986719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:42.074525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4081 - accuracy: 0.8085
2024-12-03 15:22:42.161931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 105ms/step - loss: 0.4081 - accuracy: 0.8085 - val_loss: 0.8130 - val_accuracy: 0.7290
Epoch 26/100
 1/63 [..............................] - ETA: 11s - loss: 0.9678 - accuracy: 0.6250
2024-12-03 15:22:42.910567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.092814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5826 - accuracy: 0.7344
2024-12-03 15:22:43.180496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.272907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.357504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.5013 - accuracy: 0.7991
2024-12-03 15:22:43.450464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.551291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.643946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.4627 - accuracy: 0.8062
2024-12-03 15:22:43.736747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.834640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:43.926927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.4457 - accuracy: 0.8005
2024-12-03 15:22:44.015713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.107980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.194925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.4428 - accuracy: 0.8008
2024-12-03 15:22:44.282228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.373983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.463552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.4308 - accuracy: 0.8109
2024-12-03 15:22:44.570099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.670252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.757943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.4124 - accuracy: 0.8168
2024-12-03 15:22:44.842970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:44.933116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.022066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.4142 - accuracy: 0.8125
2024-12-03 15:22:45.108963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.201039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.285424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4110 - accuracy: 0.8136
2024-12-03 15:22:45.373305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.464888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.552168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 2s - loss: 0.4190 - accuracy: 0.8105
2024-12-03 15:22:45.661895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.764967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:45.860831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.4173 - accuracy: 0.8107
2024-12-03 15:22:45.954652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.045571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.132983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4087 - accuracy: 0.8159
2024-12-03 15:22:46.221163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.311719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.404787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.4159 - accuracy: 0.8148
2024-12-03 15:22:46.502116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.599270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.687105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 1s - loss: 0.4165 - accuracy: 0.8140
2024-12-03 15:22:46.782579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:46.924129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.4072 - accuracy: 0.8201
2024-12-03 15:22:47.019181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:47.123164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.4039 - accuracy: 0.8213
2024-12-03 15:22:47.227264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:47.420574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.4089 - accuracy: 0.8197
2024-12-03 15:22:47.640997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:47.762259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.4023 - accuracy: 0.8250
2024-12-03 15:22:47.881442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:47.998519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.4031 - accuracy: 0.8251
2024-12-03 15:22:48.133162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:48.237319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.4086 - accuracy: 0.8229
2024-12-03 15:22:48.340892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:48.445200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.4092 - accuracy: 0.8214
2024-12-03 15:22:48.560292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:48.679240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.4060 - accuracy: 0.8227
2024-12-03 15:22:48.801853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:48.928623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4027 - accuracy: 0.8250
2024-12-03 15:22:49.034114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:49.159506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4042 - accuracy: 0.8235
2024-12-03 15:22:49.304869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:49.403751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 118ms/step - loss: 0.4042 - accuracy: 0.8235 - val_loss: 0.4413 - val_accuracy: 0.8320
Epoch 27/100

2024-12-03 15:22:50.415378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.5543 - accuracy: 0.7500 
2024-12-03 15:22:50.651548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:50.792383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.5582 - accuracy: 0.7266
2024-12-03 15:22:50.921258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:51.034828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.4821 - accuracy: 0.7708
2024-12-03 15:22:51.176926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:51.310566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.4615 - accuracy: 0.7734
2024-12-03 15:22:51.428813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:51.541311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.4428 - accuracy: 0.7955
2024-12-03 15:22:51.641821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:51.745160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.4390 - accuracy: 0.7995
2024-12-03 15:22:51.849240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:51.959999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.4215 - accuracy: 0.8000
2024-12-03 15:22:52.060274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.157580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.249927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.4024 - accuracy: 0.8143
2024-12-03 15:22:52.360196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.468043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4137 - accuracy: 0.8078
2024-12-03 15:22:52.572848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.669972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.762246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4231 - accuracy: 0.7989
2024-12-03 15:22:52.856689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:52.951545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:53.043145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.4244 - accuracy: 0.7950
2024-12-03 15:22:53.165210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:53.274697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4141 - accuracy: 0.8002
2024-12-03 15:22:53.378360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:53.479099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:53.576490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.4048 - accuracy: 0.8042
2024-12-03 15:22:53.675478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:53.826045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3986 - accuracy: 0.8066
2024-12-03 15:22:53.954551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:54.089820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3957 - accuracy: 0.8107
2024-12-03 15:22:54.225452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:54.349294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.3978 - accuracy: 0.8125
2024-12-03 15:22:54.450726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:54.578355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3963 - accuracy: 0.8141
2024-12-03 15:22:54.671029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:54.788214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3938 - accuracy: 0.8164
2024-12-03 15:22:54.934942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:55.054126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.3919 - accuracy: 0.8198
2024-12-03 15:22:55.153385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:55.260947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3951 - accuracy: 0.8182
2024-12-03 15:22:55.357534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:55.461039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3946 - accuracy: 0.8205
2024-12-03 15:22:55.576401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:55.683145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3931 - accuracy: 0.8223
2024-12-03 15:22:55.781863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:55.886480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.3932 - accuracy: 0.8223
2024-12-03 15:22:56.029070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:56.134387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3891 - accuracy: 0.8249
2024-12-03 15:22:56.234649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:56.335890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3922 - accuracy: 0.8233
2024-12-03 15:22:56.436843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:56.533406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:56.630460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.3834 - accuracy: 0.8270
2024-12-03 15:22:56.721492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:56.826402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3812 - accuracy: 0.8271
2024-12-03 15:22:56.924087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:57.023128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:57.120685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3816 - accuracy: 0.8255
2024-12-03 15:22:57.215711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:57.310464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 120ms/step - loss: 0.3816 - accuracy: 0.8255 - val_loss: 0.4790 - val_accuracy: 0.8100
Epoch 28/100
 1/63 [..............................] - ETA: 11s - loss: 0.3485 - accuracy: 0.8438
2024-12-03 15:22:58.064160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:58.245830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.3774 - accuracy: 0.8333
2024-12-03 15:22:58.335669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:58.466076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.3531 - accuracy: 0.8313
2024-12-03 15:22:58.564618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:58.681395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.4128 - accuracy: 0.8036
2024-12-03 15:22:58.811751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:58.923825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.4038 - accuracy: 0.8125
2024-12-03 15:22:59.023013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:59.125199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.4014 - accuracy: 0.8151
2024-12-03 15:22:59.227572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:59.329612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3990 - accuracy: 0.8125
2024-12-03 15:22:59.435641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:59.535127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.4086 - accuracy: 0.8083
2024-12-03 15:22:59.678278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:59.782542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4084 - accuracy: 0.8021
2024-12-03 15:22:59.889890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:22:59.992186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:00.089385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.4097 - accuracy: 0.8016
2024-12-03 15:23:00.194229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:00.300661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.4139 - accuracy: 0.8003
2024-12-03 15:23:00.413470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:00.522820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.4092 - accuracy: 0.8047
2024-12-03 15:23:00.626671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:00.751301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3993 - accuracy: 0.8102
2024-12-03 15:23:00.891153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:00.992663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:01.084818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.3964 - accuracy: 0.8125
2024-12-03 15:23:01.176178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:01.315859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3829 - accuracy: 0.8196
2024-12-03 15:23:01.432335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:01.549631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3752 - accuracy: 0.8248
2024-12-03 15:23:01.649756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:01.761471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.3846 - accuracy: 0.8214
2024-12-03 15:23:01.869998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:01.989986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3819 - accuracy: 0.8269
2024-12-03 15:23:02.106419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:02.252402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3818 - accuracy: 0.8273
2024-12-03 15:23:02.353940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:02.460342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3843 - accuracy: 0.8259
2024-12-03 15:23:02.558482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:02.660415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3860 - accuracy: 0.8253
2024-12-03 15:23:02.761310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:02.864532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3870 - accuracy: 0.8243
2024-12-03 15:23:02.967243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.071078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3883 - accuracy: 0.8268
2024-12-03 15:23:03.211896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.316351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.412153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.3896 - accuracy: 0.8260
2024-12-03 15:23:03.522766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.623785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3917 - accuracy: 0.8255
2024-12-03 15:23:03.724370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.824244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:03.924042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3879 - accuracy: 0.8273
2024-12-03 15:23:04.022779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:04.124789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3844 - accuracy: 0.8279
2024-12-03 15:23:04.251848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:04.360188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3811 - accuracy: 0.8300
2024-12-03 15:23:04.465200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:04.580540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3778 - accuracy: 0.8315
2024-12-03 15:23:04.693290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:04.807590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3757 - accuracy: 0.8320
2024-12-03 15:23:04.904354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 119ms/step - loss: 0.3757 - accuracy: 0.8320 - val_loss: 0.4681 - val_accuracy: 0.8050
Epoch 29/100
 1/63 [..............................] - ETA: 12s - loss: 0.3957 - accuracy: 0.8125
2024-12-03 15:23:05.657092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.3461 - accuracy: 0.8646
2024-12-03 15:23:05.859946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:05.965595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.3785 - accuracy: 0.8438
2024-12-03 15:23:06.068396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:06.169615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.3976 - accuracy: 0.8304
2024-12-03 15:23:06.275502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:06.375595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.4421 - accuracy: 0.8194
2024-12-03 15:23:06.481980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:06.581258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.4836 - accuracy: 0.8094
2024-12-03 15:23:06.686625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:06.831301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.4896 - accuracy: 0.7957
2024-12-03 15:23:06.936639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.039949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.135654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.4565 - accuracy: 0.8105
2024-12-03 15:23:07.238512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.345699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.4343 - accuracy: 0.8247
2024-12-03 15:23:07.440437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.543299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.4310 - accuracy: 0.8257
2024-12-03 15:23:07.643223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.744287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.4346 - accuracy: 0.8168
2024-12-03 15:23:07.886154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:07.989940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.087684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.4109 - accuracy: 0.8275
2024-12-03 15:23:08.189051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.292823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.387601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.4170 - accuracy: 0.8259
2024-12-03 15:23:08.491497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.590843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.687210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.4129 - accuracy: 0.8286
2024-12-03 15:23:08.785718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.892593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:08.986816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.4054 - accuracy: 0.8327
2024-12-03 15:23:09.129673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.232150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.330958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.4078 - accuracy: 0.8277
2024-12-03 15:23:09.437177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.536017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.635180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.4059 - accuracy: 0.8234
2024-12-03 15:23:09.736881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.838099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:09.936765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.4002 - accuracy: 0.8299
2024-12-03 15:23:10.037718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.139713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.239416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3947 - accuracy: 0.8308
2024-12-03 15:23:10.382346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.483649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.580913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.4009 - accuracy: 0.8284
2024-12-03 15:23:10.682897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.784632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:10.881192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.4000 - accuracy: 0.8287
2024-12-03 15:23:10.983902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.086565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.181390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3991 - accuracy: 0.8295
2024-12-03 15:23:11.285921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.383457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3962 - accuracy: 0.8322
2024-12-03 15:23:11.504891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.612883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3910 - accuracy: 0.8342
2024-12-03 15:23:11.708060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.806236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:11.901757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3889 - accuracy: 0.8352
2024-12-03 15:23:11.995082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:12.093599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:12.183853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 115ms/step - loss: 0.3867 - accuracy: 0.8365 - val_loss: 0.4844 - val_accuracy: 0.8170
Epoch 30/100
 1/63 [..............................] - ETA: 11s - loss: 0.4431 - accuracy: 0.8125
2024-12-03 15:23:12.986275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.177688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5562 - accuracy: 0.7109
2024-12-03 15:23:13.274835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.373958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.466550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4959 - accuracy: 0.7411
2024-12-03 15:23:13.562150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.659956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.752559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.4684 - accuracy: 0.7594
2024-12-03 15:23:13.845559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:13.944954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.036082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.4451 - accuracy: 0.7740
2024-12-03 15:23:14.168044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.269681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.361403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.4311 - accuracy: 0.7832
2024-12-03 15:23:14.456595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.555819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.646230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.4048 - accuracy: 0.7993
2024-12-03 15:23:14.741085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.834807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:14.920374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 3s - loss: 0.4111 - accuracy: 0.8026
2024-12-03 15:23:15.007500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.097646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.185108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.3959 - accuracy: 0.8151
2024-12-03 15:23:15.292969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.450810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.4060 - accuracy: 0.8125
2024-12-03 15:23:15.540750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.637200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.721871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3934 - accuracy: 0.8198
2024-12-03 15:23:15.808179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:15.900502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.003878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 2s - loss: 0.3930 - accuracy: 0.8248
2024-12-03 15:23:16.109951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.211692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.308419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.3871 - accuracy: 0.8264
2024-12-03 15:23:16.449428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.550844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.642908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.3729 - accuracy: 0.8333
2024-12-03 15:23:16.736961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.834449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:16.927601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3671 - accuracy: 0.8361
2024-12-03 15:23:17.025846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:17.125772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.3728 - accuracy: 0.8350
2024-12-03 15:23:17.253416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:17.378420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3715 - accuracy: 0.8347
2024-12-03 15:23:17.487086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:17.642323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3838 - accuracy: 0.8324
2024-12-03 15:23:17.753451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:17.872926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3875 - accuracy: 0.8300
2024-12-03 15:23:17.990921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.096466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.3841 - accuracy: 0.8317
2024-12-03 15:23:18.194650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.293319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.390727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.3810 - accuracy: 0.8328
2024-12-03 15:23:18.492038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.587285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3803 - accuracy: 0.8322
2024-12-03 15:23:18.708970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.800113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:18.886905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3779 - accuracy: 0.8354
2024-12-03 15:23:18.977700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:19.081742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3757 - accuracy: 0.8347
2024-12-03 15:23:19.182709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:19.281205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:19.379354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3753 - accuracy: 0.8345INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 140ms/step - loss: 0.3753 - accuracy: 0.8345 - val_loss: 0.4155 - val_accuracy: 0.8270
Epoch 31/100
 1/63 [..............................] - ETA: 12s - loss: 0.5339 - accuracy: 0.7188
2024-12-03 15:23:21.855606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.053711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.2999 - accuracy: 0.8828
2024-12-03 15:23:22.153530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.251241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.343028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.3225 - accuracy: 0.8571
2024-12-03 15:23:22.440387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.539175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.634030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.3667 - accuracy: 0.8375
2024-12-03 15:23:22.756009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.850995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:22.941800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 4s - loss: 0.3663 - accuracy: 0.8438
2024-12-03 15:23:23.035054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:23.133387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 4s - loss: 0.3791 - accuracy: 0.8415
2024-12-03 15:23:23.242333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:23.354442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.3583 - accuracy: 0.8529
2024-12-03 15:23:23.461052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:23.561944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:23.657769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.3607 - accuracy: 0.8453
2024-12-03 15:23:23.808996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:23.907079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.001229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.3451 - accuracy: 0.8519
2024-12-03 15:23:24.096946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.192343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.286782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.3525 - accuracy: 0.8510
2024-12-03 15:23:24.384176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.480104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.572044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.3533 - accuracy: 0.8493
2024-12-03 15:23:24.664001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:24.800212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3462 - accuracy: 0.8468
2024-12-03 15:23:24.906551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:25.014160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3458 - accuracy: 0.8513
2024-12-03 15:23:25.108355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:25.210717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.3521 - accuracy: 0.8509
2024-12-03 15:23:25.312080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:25.414024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3536 - accuracy: 0.8497
2024-12-03 15:23:25.519533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:25.626650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3551 - accuracy: 0.8479
2024-12-03 15:23:25.722635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:25.856857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3519 - accuracy: 0.8508
2024-12-03 15:23:25.953893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.051057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.3446 - accuracy: 0.8539
2024-12-03 15:23:26.165194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.267551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.365650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3517 - accuracy: 0.8512
2024-12-03 15:23:26.466434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.562865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.654642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.3599 - accuracy: 0.8444
2024-12-03 15:23:26.781761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.879591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:26.972233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.3531 - accuracy: 0.8486
2024-12-03 15:23:27.067815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.169521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.259200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3545 - accuracy: 0.8483
2024-12-03 15:23:27.353567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.447727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.533945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3562 - accuracy: 0.8481
2024-12-03 15:23:27.621485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.737231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3526 - accuracy: 0.8500
2024-12-03 15:23:27.830158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:27.924583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:28.012698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3478 - accuracy: 0.8520
2024-12-03 15:23:28.100915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:28.193213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 111ms/step - loss: 0.3478 - accuracy: 0.8520 - val_loss: 0.4824 - val_accuracy: 0.8090
Epoch 32/100
 1/63 [..............................] - ETA: 10s - loss: 0.1936 - accuracy: 0.9062
2024-12-03 15:23:28.923327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:29.102023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.2313 - accuracy: 0.9062
2024-12-03 15:23:29.193629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:29.330202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.2397 - accuracy: 0.8906
2024-12-03 15:23:29.427058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:29.522042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:29.623046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.2877 - accuracy: 0.8711
2024-12-03 15:23:29.751727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:29.862404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.3019 - accuracy: 0.8531
2024-12-03 15:23:29.975732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.090857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.3430 - accuracy: 0.8385
2024-12-03 15:23:30.203248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.311743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.3672 - accuracy: 0.8250
2024-12-03 15:23:30.419664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.523293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.619424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.3686 - accuracy: 0.8333
2024-12-03 15:23:30.791039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.891187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:30.990056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.3617 - accuracy: 0.8344
2024-12-03 15:23:31.108451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:31.216532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.3575 - accuracy: 0.8370
2024-12-03 15:23:31.317368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:31.420107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:31.518663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.3851 - accuracy: 0.8305
2024-12-03 15:23:31.614912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:31.709723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:31.803320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.3804 - accuracy: 0.8308
2024-12-03 15:23:31.921618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.026019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3831 - accuracy: 0.8276
2024-12-03 15:23:32.127101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.233120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3736 - accuracy: 0.8333
2024-12-03 15:23:32.329977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.442587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.534980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.3692 - accuracy: 0.8357
2024-12-03 15:23:32.635474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.759662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3581 - accuracy: 0.8413
2024-12-03 15:23:32.857138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:32.963713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.053064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3579 - accuracy: 0.8438
2024-12-03 15:23:33.144522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.236269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.323924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.3573 - accuracy: 0.8459
2024-12-03 15:23:33.412286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.515562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.606473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3536 - accuracy: 0.8471
2024-12-03 15:23:33.735908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.825607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:33.912631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3491 - accuracy: 0.8500
2024-12-03 15:23:34.007903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.109992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.208680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3547 - accuracy: 0.8449
2024-12-03 15:23:34.312172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.414321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.504555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.3501 - accuracy: 0.8460
2024-12-03 15:23:34.587190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.703740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.786270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3507 - accuracy: 0.8475
2024-12-03 15:23:34.873569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:34.966422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:35.052057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3554 - accuracy: 0.8443
2024-12-03 15:23:35.136657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:35.222406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:35.305478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 112ms/step - loss: 0.3547 - accuracy: 0.8450 - val_loss: 0.4922 - val_accuracy: 0.8090
Epoch 33/100
 1/63 [..............................] - ETA: 11s - loss: 0.4209 - accuracy: 0.7812
2024-12-03 15:23:36.016584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.201658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.3777 - accuracy: 0.7812
2024-12-03 15:23:36.288207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.419158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.3624 - accuracy: 0.8281
2024-12-03 15:23:36.506911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.605321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.700357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3602 - accuracy: 0.8368
2024-12-03 15:23:36.790482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.883141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:36.971563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.3517 - accuracy: 0.8411
2024-12-03 15:23:37.060429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.160348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.254624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.3700 - accuracy: 0.8271
2024-12-03 15:23:37.366073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.461744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.549825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.3538 - accuracy: 0.8420
2024-12-03 15:23:37.637525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.737801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:37.833725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.4093 - accuracy: 0.8318
2024-12-03 15:23:37.934314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.030672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.123326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.4063 - accuracy: 0.8302
2024-12-03 15:23:38.220472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.365807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.3945 - accuracy: 0.8353
2024-12-03 15:23:38.455633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.546352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.633107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.3875 - accuracy: 0.8373
2024-12-03 15:23:38.721203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.812624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:38.914789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3823 - accuracy: 0.8379
2024-12-03 15:23:39.012019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.115370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.203932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.3665 - accuracy: 0.8455
2024-12-03 15:23:39.292006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.399548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.492014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3635 - accuracy: 0.8462
2024-12-03 15:23:39.589258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.690633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3653 - accuracy: 0.8461
2024-12-03 15:23:39.792788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.892549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:39.980731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.3647 - accuracy: 0.8474
2024-12-03 15:23:40.069321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.162341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.251773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3645 - accuracy: 0.8472
2024-12-03 15:23:40.357833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.476888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3694 - accuracy: 0.8457
2024-12-03 15:23:40.570417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.666592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.763545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.3732 - accuracy: 0.8413
2024-12-03 15:23:40.854078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:40.946146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.033764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.3756 - accuracy: 0.8391
2024-12-03 15:23:41.120853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.211679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.298737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3701 - accuracy: 0.8410
2024-12-03 15:23:41.400903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.509427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.593567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3677 - accuracy: 0.8427
2024-12-03 15:23:41.680118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.767035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:41.850365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3623 - accuracy: 0.8440
2024-12-03 15:23:41.933461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:42.023677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 105ms/step - loss: 0.3623 - accuracy: 0.8440 - val_loss: 0.5110 - val_accuracy: 0.8140
Epoch 34/100
 1/63 [..............................] - ETA: 11s - loss: 0.4819 - accuracy: 0.7812
2024-12-03 15:23:42.736342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:42.916304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.5187 - accuracy: 0.7656
2024-12-03 15:23:43.007613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.110946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.199477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.4067 - accuracy: 0.8170
2024-12-03 15:23:43.292389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.399286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.490285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 4s - loss: 0.3921 - accuracy: 0.8250
2024-12-03 15:23:43.581700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.670781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.759656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.3815 - accuracy: 0.8333
2024-12-03 15:23:43.848432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:43.985002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.3587 - accuracy: 0.8458
2024-12-03 15:23:44.085805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.186623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.278699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 4s - loss: 0.3407 - accuracy: 0.8507
2024-12-03 15:23:44.372723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.475490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.566084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.3301 - accuracy: 0.8542
2024-12-03 15:23:44.661812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.768441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:44.864022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 3s - loss: 0.3265 - accuracy: 0.8529
2024-12-03 15:23:45.008063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.109705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.201761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3314 - accuracy: 0.8484
2024-12-03 15:23:45.293943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.390080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.482166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3434 - accuracy: 0.8490
2024-12-03 15:23:45.581530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.682848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3516 - accuracy: 0.8448
2024-12-03 15:23:45.783665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:45.881512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.3424 - accuracy: 0.8511
2024-12-03 15:23:46.012758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.115814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.207083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3379 - accuracy: 0.8530
2024-12-03 15:23:46.301749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.403058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.499026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3437 - accuracy: 0.8500
2024-12-03 15:23:46.605822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.704963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:46.800596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.3416 - accuracy: 0.8525
2024-12-03 15:23:46.899570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:47.000092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3356 - accuracy: 0.8556
2024-12-03 15:23:47.132832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:47.234189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3392 - accuracy: 0.8539
2024-12-03 15:23:47.340187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:47.461323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3319 - accuracy: 0.8561
2024-12-03 15:23:47.602133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:47.719218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3262 - accuracy: 0.8594
2024-12-03 15:23:47.818877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:47.947259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3204 - accuracy: 0.8620
2024-12-03 15:23:48.056613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.154277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.249133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.3173 - accuracy: 0.8633
2024-12-03 15:23:48.337126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.431670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.523514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3209 - accuracy: 0.8628
2024-12-03 15:23:48.617550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.711258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:48.798361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3236 - accuracy: 0.8612
2024-12-03 15:23:48.887216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:49.021683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3321 - accuracy: 0.8585
2024-12-03 15:23:49.111748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 135ms/step - loss: 0.3321 - accuracy: 0.8585 - val_loss: 0.3901 - val_accuracy: 0.8290
Epoch 35/100
 1/63 [..............................] - ETA: 11s - loss: 0.4214 - accuracy: 0.8438
2024-12-03 15:23:51.308799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:51.498519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.3978 - accuracy: 0.8516
2024-12-03 15:23:51.598413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:51.693061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:51.782749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 5s - loss: 0.3798 - accuracy: 0.8438
2024-12-03 15:23:51.873332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:51.971327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3476 - accuracy: 0.8611
2024-12-03 15:23:52.096732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.200461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.288503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 4s - loss: 0.3689 - accuracy: 0.8542
2024-12-03 15:23:52.382376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.479563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.575011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 4s - loss: 0.3452 - accuracy: 0.8583
2024-12-03 15:23:52.680904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.778316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:52.870743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.3445 - accuracy: 0.8566
2024-12-03 15:23:52.962801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.102426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.3414 - accuracy: 0.8531
2024-12-03 15:23:53.194740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.293022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.385123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.3463 - accuracy: 0.8492
2024-12-03 15:23:53.500082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.599537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.695137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 3s - loss: 0.3464 - accuracy: 0.8474
2024-12-03 15:23:53.789415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:53.899925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3485 - accuracy: 0.8449
2024-12-03 15:23:53.994945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.135292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3373 - accuracy: 0.8510
2024-12-03 15:23:54.235915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.334890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.427552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3451 - accuracy: 0.8494
2024-12-03 15:23:54.524779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.623686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.716932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 2s - loss: 0.3413 - accuracy: 0.8500
2024-12-03 15:23:54.809568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:54.937350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3374 - accuracy: 0.8487
2024-12-03 15:23:55.036276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.142048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.231353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3367 - accuracy: 0.8498
2024-12-03 15:23:55.325450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.424684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.514948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 1s - loss: 0.3330 - accuracy: 0.8494
2024-12-03 15:23:55.608838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.707974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:55.799426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3282 - accuracy: 0.8526
2024-12-03 15:23:55.892582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.025608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.3265 - accuracy: 0.8540
2024-12-03 15:23:56.126351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.237418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3265 - accuracy: 0.8537
2024-12-03 15:23:56.338534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.440420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3278 - accuracy: 0.8538
2024-12-03 15:23:56.546139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.641768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.734334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3262 - accuracy: 0.8540
2024-12-03 15:23:56.824564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:56.954722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.3302 - accuracy: 0.8551
2024-12-03 15:23:57.046430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:57.140894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:57.231563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3331 - accuracy: 0.8535
2024-12-03 15:23:57.326300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:57.422886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:23:57.509703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3312 - accuracy: 0.8545
2024-12-03 15:23:57.596788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets

63/63 [==============================] - 9s 137ms/step - loss: 0.3312 - accuracy: 0.8545 - val_loss: 0.3807 - val_accuracy: 0.8520
Epoch 36/100

2024-12-03 15:23:59.986177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 11s - loss: 0.1227 - accuracy: 0.9375
2024-12-03 15:24:00.182034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 5s - loss: 0.2988 - accuracy: 0.8646
2024-12-03 15:24:00.282447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:00.375390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.2879 - accuracy: 0.8672
2024-12-03 15:24:00.469283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 5s - loss: 0.3282 - accuracy: 0.8625
2024-12-03 15:24:00.591928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.3250 - accuracy: 0.8705
2024-12-03 15:24:00.689118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:00.790249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.3531 - accuracy: 0.8555
2024-12-03 15:24:00.887408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3656 - accuracy: 0.8403
2024-12-03 15:24:00.995753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.3605 - accuracy: 0.8466
2024-12-03 15:24:01.094010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.193981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.3487 - accuracy: 0.8460
2024-12-03 15:24:01.326957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.422513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.515836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.3445 - accuracy: 0.8474
2024-12-03 15:24:01.607161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.703826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.794716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.3431 - accuracy: 0.8453
2024-12-03 15:24:01.888956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:01.984067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.075824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 3s - loss: 0.3590 - accuracy: 0.8370
2024-12-03 15:24:02.169332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.269639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.3512 - accuracy: 0.8400
2024-12-03 15:24:02.395297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.502027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.601406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.3581 - accuracy: 0.8404
2024-12-03 15:24:02.695069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.795439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:02.887646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3573 - accuracy: 0.8377
2024-12-03 15:24:02.981260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.079914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.171455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 2s - loss: 0.3605 - accuracy: 0.8382
2024-12-03 15:24:03.297809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.396712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.487652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3530 - accuracy: 0.8421
2024-12-03 15:24:03.581339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.680636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.771166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3503 - accuracy: 0.8438
2024-12-03 15:24:03.862696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:03.964895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:04.056197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 1s - loss: 0.3510 - accuracy: 0.8438
2024-12-03 15:24:04.149436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:04.255136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3445 - accuracy: 0.8458
2024-12-03 15:24:04.386716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:04.490845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3405 - accuracy: 0.8457
2024-12-03 15:24:04.592127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:04.687396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:04.790510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3402 - accuracy: 0.8475
2024-12-03 15:24:04.901247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.000509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.094725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.3347 - accuracy: 0.8504
2024-12-03 15:24:05.200103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.340049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3299 - accuracy: 0.8534
2024-12-03 15:24:05.437673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.530747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.618498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.3296 - accuracy: 0.8540
2024-12-03 15:24:05.704462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.800964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:05.890944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3258 - accuracy: 0.8571
2024-12-03 15:24:05.977801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:06.070068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:06.163208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3239 - accuracy: 0.8565
2024-12-03 15:24:06.299777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 113ms/step - loss: 0.3239 - accuracy: 0.8565 - val_loss: 0.4085 - val_accuracy: 0.8290
Epoch 37/100
 1/63 [..............................] - ETA: 12s - loss: 0.4866 - accuracy: 0.7812
2024-12-03 15:24:07.195216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.3553 - accuracy: 0.8438 
2024-12-03 15:24:07.400319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:07.508655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 5s - loss: 0.3453 - accuracy: 0.8562
2024-12-03 15:24:07.608669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:07.711966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.3103 - accuracy: 0.8698
2024-12-03 15:24:07.810521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:07.951930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3408 - accuracy: 0.8646
2024-12-03 15:24:08.056473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:08.161449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.3434 - accuracy: 0.8594
2024-12-03 15:24:08.262046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:08.369059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.3621 - accuracy: 0.8438
2024-12-03 15:24:08.475057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:08.591075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.3409 - accuracy: 0.8571
2024-12-03 15:24:08.698030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:08.846624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3217 - accuracy: 0.8711
2024-12-03 15:24:08.959535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.074960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.3213 - accuracy: 0.8681
2024-12-03 15:24:09.184452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.300240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.3084 - accuracy: 0.8765
2024-12-03 15:24:09.403546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.507116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.603384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3190 - accuracy: 0.8711
2024-12-03 15:24:09.746430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.850772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:09.946603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3345 - accuracy: 0.8611
2024-12-03 15:24:10.052879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:10.159359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.3378 - accuracy: 0.8560
2024-12-03 15:24:10.257921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:10.368221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3387 - accuracy: 0.8569
2024-12-03 15:24:10.475870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:10.584206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3508 - accuracy: 0.8516
2024-12-03 15:24:10.691227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:10.835835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3480 - accuracy: 0.8539
2024-12-03 15:24:10.942793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:11.050902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3495 - accuracy: 0.8488
2024-12-03 15:24:11.152520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:11.252869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:11.349787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3390 - accuracy: 0.8531
2024-12-03 15:24:11.450708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:11.556662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3357 - accuracy: 0.8537
2024-12-03 15:24:11.653512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:11.803578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3431 - accuracy: 0.8523
2024-12-03 15:24:11.913932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:12.017505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3402 - accuracy: 0.8542
2024-12-03 15:24:12.116168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:12.225899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3302 - accuracy: 0.8581
2024-12-03 15:24:12.326514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:12.430693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.3295 - accuracy: 0.8578
2024-12-03 15:24:12.533135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:12.676694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.3253 - accuracy: 0.8603
2024-12-03 15:24:12.784766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:12.891526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.3318 - accuracy: 0.8582
2024-12-03 15:24:12.995010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:13.101310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3307 - accuracy: 0.8585
2024-12-03 15:24:13.204410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:13.314640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3291 - accuracy: 0.8591
2024-12-03 15:24:13.411410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:13.552112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3278 - accuracy: 0.8589
2024-12-03 15:24:13.649849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:13.748628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:13.844398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3292 - accuracy: 0.8585
2024-12-03 15:24:13.937206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:14.045555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 120ms/step - loss: 0.3292 - accuracy: 0.8585 - val_loss: 0.4414 - val_accuracy: 0.8270
Epoch 38/100

2024-12-03 15:24:14.838950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.3749 - accuracy: 0.8125
2024-12-03 15:24:15.084624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:15.198702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 5s - loss: 0.3352 - accuracy: 0.8375
2024-12-03 15:24:15.288539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:15.388993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.3671 - accuracy: 0.8214
2024-12-03 15:24:15.490334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:15.591261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:15.687588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3608 - accuracy: 0.8333
2024-12-03 15:24:15.787762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:15.933616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.3492 - accuracy: 0.8385
2024-12-03 15:24:16.043296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:16.151441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3521 - accuracy: 0.8341
2024-12-03 15:24:16.250162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:16.357920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.3407 - accuracy: 0.8417
2024-12-03 15:24:16.459378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:16.568843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.3341 - accuracy: 0.8474
2024-12-03 15:24:16.670733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:16.810934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.3228 - accuracy: 0.8516
2024-12-03 15:24:16.911327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:17.016667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.3227 - accuracy: 0.8512
2024-12-03 15:24:17.117357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:17.227803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3137 - accuracy: 0.8555
2024-12-03 15:24:17.331229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:17.437762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.3165 - accuracy: 0.8550
2024-12-03 15:24:17.534304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:17.669058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3192 - accuracy: 0.8530
2024-12-03 15:24:17.784371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:17.890428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.3300 - accuracy: 0.8448
2024-12-03 15:24:17.991667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:18.102464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3207 - accuracy: 0.8535
2024-12-03 15:24:18.205735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:18.313664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3195 - accuracy: 0.8542
2024-12-03 15:24:18.411818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:18.514510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.3137 - accuracy: 0.8589
2024-12-03 15:24:18.628975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:18.742444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.3153 - accuracy: 0.8573
2024-12-03 15:24:18.837748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:18.944488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3181 - accuracy: 0.8578
2024-12-03 15:24:19.046524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:19.151769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3156 - accuracy: 0.8590
2024-12-03 15:24:19.252572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:19.356102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.3130 - accuracy: 0.8597
2024-12-03 15:24:19.463259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:19.610921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3105 - accuracy: 0.8621
2024-12-03 15:24:19.716906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:19.821535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3100 - accuracy: 0.8637
2024-12-03 15:24:19.925692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.034022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.3065 - accuracy: 0.8654
2024-12-03 15:24:20.140463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.243678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.3075 - accuracy: 0.8636
2024-12-03 15:24:20.348476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.455591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.551105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3042 - accuracy: 0.8653
2024-12-03 15:24:20.698990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.799478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:20.894092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.3044 - accuracy: 0.8658
2024-12-03 15:24:20.987873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:21.094665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3032 - accuracy: 0.8661
2024-12-03 15:24:21.190116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:21.291864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:21.387009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3019 - accuracy: 0.8665
2024-12-03 15:24:21.486038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:21.627695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 118ms/step - loss: 0.3019 - accuracy: 0.8665 - val_loss: 0.4681 - val_accuracy: 0.8400
Epoch 39/100
 1/63 [..............................] - ETA: 12s - loss: 0.3232 - accuracy: 0.8750
2024-12-03 15:24:22.414500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:22.611018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.3765 - accuracy: 0.8594
2024-12-03 15:24:22.718262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:22.823834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.3627 - accuracy: 0.8500
2024-12-03 15:24:22.926930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:23.031283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.3607 - accuracy: 0.8527
2024-12-03 15:24:23.177569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:23.288327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.3302 - accuracy: 0.8681
2024-12-03 15:24:23.389022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:23.494366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.3543 - accuracy: 0.8568
2024-12-03 15:24:23.597141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:23.702855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3450 - accuracy: 0.8630
2024-12-03 15:24:23.802196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:23.904282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3343 - accuracy: 0.8672
2024-12-03 15:24:24.048451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.154715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.248622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.3335 - accuracy: 0.8569
2024-12-03 15:24:24.349808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.450524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.543366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.3231 - accuracy: 0.8586
2024-12-03 15:24:24.636131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.752961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3347 - accuracy: 0.8607
2024-12-03 15:24:24.852394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:24.950451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.042582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3305 - accuracy: 0.8623
2024-12-03 15:24:25.140611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.239703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.334170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3198 - accuracy: 0.8656
2024-12-03 15:24:25.427636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.528437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.622247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3218 - accuracy: 0.8636
2024-12-03 15:24:25.751753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.852900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:25.947116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.3103 - accuracy: 0.8672
2024-12-03 15:24:26.043211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.146389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.240180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.3120 - accuracy: 0.8662
2024-12-03 15:24:26.342441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.440102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.532102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3242 - accuracy: 0.8616
2024-12-03 15:24:26.658919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.764033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:26.853698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3164 - accuracy: 0.8646
2024-12-03 15:24:26.953239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.051745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.142382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3099 - accuracy: 0.8685
2024-12-03 15:24:27.240003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.346852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.436331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3126 - accuracy: 0.8681
2024-12-03 15:24:27.538657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.676017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3145 - accuracy: 0.8691
2024-12-03 15:24:27.770638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.870773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:27.964973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.3117 - accuracy: 0.8700
2024-12-03 15:24:28.056389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.150717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.239047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3081 - accuracy: 0.8718
2024-12-03 15:24:28.328356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.424312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.512031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3045 - accuracy: 0.8745
2024-12-03 15:24:28.626950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.726909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:28.816369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 112ms/step - loss: 0.3025 - accuracy: 0.8755 - val_loss: 0.5300 - val_accuracy: 0.8170
Epoch 40/100
 1/63 [..............................] - ETA: 11s - loss: 0.2196 - accuracy: 0.8750
2024-12-03 15:24:29.568697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:29.750569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.3093 - accuracy: 0.8672
2024-12-03 15:24:29.845973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:29.958915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 5s - loss: 0.3625 - accuracy: 0.8500
2024-12-03 15:24:30.054319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:30.155683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 5s - loss: 0.3548 - accuracy: 0.8477
2024-12-03 15:24:30.303305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:30.401577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:30.503993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.3247 - accuracy: 0.8636
2024-12-03 15:24:30.605600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:30.707167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:30.800019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3124 - accuracy: 0.8702
2024-12-03 15:24:30.905228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.043514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 4s - loss: 0.3220 - accuracy: 0.8672
2024-12-03 15:24:31.142785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.244963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.337181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.3227 - accuracy: 0.8618
2024-12-03 15:24:31.433431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.534370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.625700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.3172 - accuracy: 0.8622
2024-12-03 15:24:31.722790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.822747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:31.914600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.3174 - accuracy: 0.8625
2024-12-03 15:24:32.046643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.149475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.243118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.3133 - accuracy: 0.8638
2024-12-03 15:24:32.344314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.439963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.532347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3098 - accuracy: 0.8690
2024-12-03 15:24:32.632700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.734999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:32.827451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3033 - accuracy: 0.8712
2024-12-03 15:24:32.926597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.050351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.3265 - accuracy: 0.8628
2024-12-03 15:24:33.157749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.258504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.352874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.3232 - accuracy: 0.8638
2024-12-03 15:24:33.451775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.554114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.650726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3204 - accuracy: 0.8638
2024-12-03 15:24:33.753594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:33.857789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.3157 - accuracy: 0.8663
2024-12-03 15:24:33.966669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:34.077534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.3109 - accuracy: 0.8687
2024-12-03 15:24:34.179230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:34.294030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3144 - accuracy: 0.8685
2024-12-03 15:24:34.395212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:34.493294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:34.589389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3138 - accuracy: 0.8694
2024-12-03 15:24:34.681764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:34.800328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3124 - accuracy: 0.8691
2024-12-03 15:24:34.940567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.046169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.138496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.3093 - accuracy: 0.8694
2024-12-03 15:24:35.233684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.325978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.419460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3112 - accuracy: 0.8692
2024-12-03 15:24:35.519197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.620675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.711054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3089 - accuracy: 0.8705
2024-12-03 15:24:35.858439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:35.961076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:36.046820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 114ms/step - loss: 0.3086 - accuracy: 0.8705 - val_loss: 0.5466 - val_accuracy: 0.8070
Epoch 41/100
 1/63 [..............................] - ETA: 10s - loss: 0.2238 - accuracy: 0.9062
2024-12-03 15:24:36.804592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:36.979687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 5s - loss: 0.2942 - accuracy: 0.8672
2024-12-03 15:24:37.069515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.170126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.264763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.3010 - accuracy: 0.8705
2024-12-03 15:24:37.396094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.497818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.589841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 5s - loss: 0.3074 - accuracy: 0.8625
2024-12-03 15:24:37.687420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.788892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:37.880029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2830 - accuracy: 0.8702
2024-12-03 15:24:37.985359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:38.093190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2959 - accuracy: 0.8661
2024-12-03 15:24:38.191140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:38.334931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.2814 - accuracy: 0.8750
2024-12-03 15:24:38.440841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:38.550370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.2819 - accuracy: 0.8734
2024-12-03 15:24:38.645760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:38.744807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:38.845620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2880 - accuracy: 0.8679
2024-12-03 15:24:38.991749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.092596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.186513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 3s - loss: 0.2892 - accuracy: 0.8700
2024-12-03 15:24:39.287158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.389072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.481529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.2830 - accuracy: 0.8761
2024-12-03 15:24:39.583414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.680463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:39.775249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2923 - accuracy: 0.8740
2024-12-03 15:24:39.870514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.016287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2912 - accuracy: 0.8741
2024-12-03 15:24:40.123327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.232785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.327718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.2898 - accuracy: 0.8741
2024-12-03 15:24:40.426353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.528593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.623797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2907 - accuracy: 0.8774
2024-12-03 15:24:40.724893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:40.830706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2883 - accuracy: 0.8773
2024-12-03 15:24:40.930406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:41.078471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2917 - accuracy: 0.8787
2024-12-03 15:24:41.184204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:41.293308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.2912 - accuracy: 0.8785
2024-12-03 15:24:41.393877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:41.498150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2953 - accuracy: 0.8770
2024-12-03 15:24:41.597846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:41.701636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2939 - accuracy: 0.8776
2024-12-03 15:24:41.803108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:41.939929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2928 - accuracy: 0.8793
2024-12-03 15:24:42.043579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.147271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.243136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 0s - loss: 0.2880 - accuracy: 0.8837
2024-12-03 15:24:42.345472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.447696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.543005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2920 - accuracy: 0.8817
2024-12-03 15:24:42.638211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.773522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2920 - accuracy: 0.8809
2024-12-03 15:24:42.878664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:42.992343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2938 - accuracy: 0.8807
2024-12-03 15:24:43.093548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:43.203314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2917 - accuracy: 0.8810
2024-12-03 15:24:43.306632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:43.416166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 7s 117ms/step - loss: 0.2917 - accuracy: 0.8810 - val_loss: 0.5284 - val_accuracy: 0.8290
Epoch 42/100

2024-12-03 15:24:44.224930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.3602 - accuracy: 0.8281 
2024-12-03 15:24:44.500529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:44.617685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.4001 - accuracy: 0.8125
2024-12-03 15:24:44.726939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:44.847274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.3536 - accuracy: 0.8438
2024-12-03 15:24:44.949561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:45.055100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.3216 - accuracy: 0.8555
2024-12-03 15:24:45.158162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:45.268641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.3071 - accuracy: 0.8636
2024-12-03 15:24:45.420898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:45.523855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3309 - accuracy: 0.8606
2024-12-03 15:24:45.623543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:45.725243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.3473 - accuracy: 0.8542
2024-12-03 15:24:45.826710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:45.928607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3480 - accuracy: 0.8535
2024-12-03 15:24:46.029864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:46.169992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.3383 - accuracy: 0.8569
2024-12-03 15:24:46.278464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:46.380697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:46.475803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.3257 - accuracy: 0.8622
2024-12-03 15:24:46.576062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:46.676764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:46.775426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3310 - accuracy: 0.8594
2024-12-03 15:24:46.876939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:47.038645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3428 - accuracy: 0.8630
2024-12-03 15:24:47.141546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:47.252950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.3386 - accuracy: 0.8594
2024-12-03 15:24:47.349716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:47.456335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3302 - accuracy: 0.8625
2024-12-03 15:24:47.560022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:47.676016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3168 - accuracy: 0.8672
2024-12-03 15:24:47.777106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:47.886931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3147 - accuracy: 0.8640
2024-12-03 15:24:47.987251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:48.141014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.3115 - accuracy: 0.8655
2024-12-03 15:24:48.241511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:48.354536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3126 - accuracy: 0.8643
2024-12-03 15:24:48.461646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:48.573750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3097 - accuracy: 0.8656
2024-12-03 15:24:48.677340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:48.808899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3112 - accuracy: 0.8646
2024-12-03 15:24:48.922705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:49.045259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3175 - accuracy: 0.8636
2024-12-03 15:24:49.202462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:49.325143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.3176 - accuracy: 0.8628
2024-12-03 15:24:49.466403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:49.581290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3164 - accuracy: 0.8633
2024-12-03 15:24:49.709047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:49.820855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3121 - accuracy: 0.8644
2024-12-03 15:24:49.924070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.031943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.3028 - accuracy: 0.8685
2024-12-03 15:24:50.173032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.279060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3036 - accuracy: 0.8687
2024-12-03 15:24:50.379112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.477889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.579818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3078 - accuracy: 0.8679
2024-12-03 15:24:50.678083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.802340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3018 - accuracy: 0.8714
2024-12-03 15:24:50.897114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:50.994861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:51.088245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2992 - accuracy: 0.8715
2024-12-03 15:24:51.179820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:51.275474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 121ms/step - loss: 0.2992 - accuracy: 0.8715 - val_loss: 0.4060 - val_accuracy: 0.8430
Epoch 43/100

2024-12-03 15:24:52.025583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2973 - accuracy: 0.8438 
2024-12-03 15:24:52.314186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:52.441881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.3037 - accuracy: 0.8281
2024-12-03 15:24:52.569353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:52.694403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.5924 - accuracy: 0.7448
2024-12-03 15:24:52.849451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 8s - loss: 0.5492 - accuracy: 0.7589
2024-12-03 15:24:53.059632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:53.217042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 7s - loss: 0.5354 - accuracy: 0.7708
2024-12-03 15:24:53.335444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:53.446347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 7s - loss: 0.4761 - accuracy: 0.8011
2024-12-03 15:24:53.555541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:53.667063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.4536 - accuracy: 0.8101
2024-12-03 15:24:53.770031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:53.886564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.4391 - accuracy: 0.8104
2024-12-03 15:24:53.990835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:54.145338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.4231 - accuracy: 0.8125
2024-12-03 15:24:54.246402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:54.352055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.4059 - accuracy: 0.8172
2024-12-03 15:24:54.453974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:54.560960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.4004 - accuracy: 0.8224
2024-12-03 15:24:54.659615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:54.761316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.3947 - accuracy: 0.8261
2024-12-03 15:24:54.865762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:54.974708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3772 - accuracy: 0.8365
2024-12-03 15:24:55.128113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:55.228724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:55.324221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.3736 - accuracy: 0.8362
2024-12-03 15:24:55.428911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:55.530462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:55.625182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.3728 - accuracy: 0.8367
2024-12-03 15:24:55.726733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:55.844479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.3616 - accuracy: 0.8428
2024-12-03 15:24:56.004955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:56.115079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.3536 - accuracy: 0.8481
2024-12-03 15:24:56.236426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:56.342420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.3560 - accuracy: 0.8488
2024-12-03 15:24:56.449402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:56.562342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.3536 - accuracy: 0.8494
2024-12-03 15:24:56.722328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:56.848335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.3504 - accuracy: 0.8498
2024-12-03 15:24:56.988888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:57.111087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.3466 - accuracy: 0.8517
2024-12-03 15:24:57.219398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:57.333497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.3400 - accuracy: 0.8549
2024-12-03 15:24:57.437191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:57.560583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.3385 - accuracy: 0.8557
2024-12-03 15:24:57.709982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:57.823181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.3418 - accuracy: 0.8540
2024-12-03 15:24:57.935034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:58.049718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.3462 - accuracy: 0.8523
2024-12-03 15:24:58.148759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:58.260421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.3435 - accuracy: 0.8542
2024-12-03 15:24:58.365280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:58.470948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.3416 - accuracy: 0.8545
2024-12-03 15:24:58.570038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:58.678644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.3358 - accuracy: 0.8569
2024-12-03 15:24:58.792885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:58.944185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.3320 - accuracy: 0.8586
2024-12-03 15:24:59.043982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:59.152614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3319 - accuracy: 0.8596
2024-12-03 15:24:59.252462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:24:59.360593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3289 - accuracy: 0.8610
2024-12-03 15:24:59.457963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 128ms/step - loss: 0.3289 - accuracy: 0.8610 - val_loss: 0.4327 - val_accuracy: 0.8420
Epoch 44/100

2024-12-03 15:25:00.251859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 11s - loss: 0.1589 - accuracy: 0.9062
2024-12-03 15:25:00.490014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:00.668353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2441 - accuracy: 0.8828
2024-12-03 15:25:00.781226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:00.897343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3005 - accuracy: 0.8698
2024-12-03 15:25:00.998212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:01.109266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.3026 - accuracy: 0.8711
2024-12-03 15:25:01.213333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:01.324686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2899 - accuracy: 0.8781
2024-12-03 15:25:01.428887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:01.541138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.3214 - accuracy: 0.8678
2024-12-03 15:25:01.675431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:01.783562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.3225 - accuracy: 0.8616
2024-12-03 15:25:01.884178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:01.994605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3281 - accuracy: 0.8613
2024-12-03 15:25:02.106263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:02.223306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.3298 - accuracy: 0.8576
2024-12-03 15:25:02.335307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:02.485276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.3242 - accuracy: 0.8578
2024-12-03 15:25:02.591685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:02.706032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.3232 - accuracy: 0.8537
2024-12-03 15:25:02.822244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:02.932826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.3034 - accuracy: 0.8650
2024-12-03 15:25:03.038905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:03.146297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3100 - accuracy: 0.8654
2024-12-03 15:25:03.249828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:03.401479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.3131 - accuracy: 0.8627
2024-12-03 15:25:03.512355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:03.623763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3077 - accuracy: 0.8667
2024-12-03 15:25:03.727997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:03.839173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3042 - accuracy: 0.8662
2024-12-03 15:25:03.944922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:04.058512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3041 - accuracy: 0.8676
2024-12-03 15:25:04.168418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:04.275964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.3050 - accuracy: 0.8663
2024-12-03 15:25:04.377941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:04.528541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.3135 - accuracy: 0.8635
2024-12-03 15:25:04.630240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:04.739164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3064 - accuracy: 0.8672
2024-12-03 15:25:04.846805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:04.964708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3043 - accuracy: 0.8698
2024-12-03 15:25:05.071124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:05.194197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3057 - accuracy: 0.8693
2024-12-03 15:25:05.311678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:05.472859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2990 - accuracy: 0.8730
2024-12-03 15:25:05.581081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:05.695177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2991 - accuracy: 0.8737
2024-12-03 15:25:05.798078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:05.908832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2933 - accuracy: 0.8756
2024-12-03 15:25:06.010764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:06.120742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2881 - accuracy: 0.8779
2024-12-03 15:25:06.236382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:06.346134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2877 - accuracy: 0.8773
2024-12-03 15:25:06.446978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:06.594631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2821 - accuracy: 0.8799
2024-12-03 15:25:06.696941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:06.799832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2835 - accuracy: 0.8782
2024-12-03 15:25:06.901440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:07.007570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2871 - accuracy: 0.8766
2024-12-03 15:25:07.112176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:07.258155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2893 - accuracy: 0.8735
2024-12-03 15:25:07.356146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:07.468537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 125ms/step - loss: 0.2893 - accuracy: 0.8735 - val_loss: 0.4627 - val_accuracy: 0.8310
Epoch 45/100

2024-12-03 15:25:08.250106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.5518 - accuracy: 0.7031 
2024-12-03 15:25:08.488464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:08.669521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.4133 - accuracy: 0.7969
2024-12-03 15:25:08.792232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:08.925658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3655 - accuracy: 0.8281
2024-12-03 15:25:09.042601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:09.160278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.3410 - accuracy: 0.8398
2024-12-03 15:25:09.264273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:09.376954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.3077 - accuracy: 0.8625
2024-12-03 15:25:09.495977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:09.647018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.2790 - accuracy: 0.8726
2024-12-03 15:25:09.747073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:09.851283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2737 - accuracy: 0.8772
2024-12-03 15:25:09.957929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:10.076368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2750 - accuracy: 0.8691
2024-12-03 15:25:10.199352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:10.351864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2893 - accuracy: 0.8684
2024-12-03 15:25:10.453402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:10.564921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.2921 - accuracy: 0.8661
2024-12-03 15:25:10.661363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:10.761596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2934 - accuracy: 0.8679
2024-12-03 15:25:10.867069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:10.978318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3007 - accuracy: 0.8685
2024-12-03 15:25:11.130211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:11.241555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3118 - accuracy: 0.8690
2024-12-03 15:25:11.349904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:11.464092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.3092 - accuracy: 0.8705
2024-12-03 15:25:11.568885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:11.679172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3060 - accuracy: 0.8750
2024-12-03 15:25:11.787553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:11.908178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2991 - accuracy: 0.8779
2024-12-03 15:25:12.067629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:12.196156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2960 - accuracy: 0.8805
2024-12-03 15:25:12.319113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:12.443476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2911 - accuracy: 0.8828
2024-12-03 15:25:12.568643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:12.703322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2896 - accuracy: 0.8832
2024-12-03 15:25:12.817493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:12.934159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2883 - accuracy: 0.8828
2024-12-03 15:25:13.066756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:13.193911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2904 - accuracy: 0.8847
2024-12-03 15:25:13.318964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:13.442670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3001 - accuracy: 0.8800
2024-12-03 15:25:13.574843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:13.702122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2964 - accuracy: 0.8791
2024-12-03 15:25:13.818123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:13.974647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2914 - accuracy: 0.8802
2024-12-03 15:25:14.088965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:14.206819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2960 - accuracy: 0.8788
2024-12-03 15:25:14.325169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:14.446368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.3021 - accuracy: 0.8762
2024-12-03 15:25:14.551373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:14.701051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2966 - accuracy: 0.8802
2024-12-03 15:25:14.809082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:14.918201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2911 - accuracy: 0.8817
2024-12-03 15:25:15.018058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:15.123541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2868 - accuracy: 0.8836
2024-12-03 15:25:15.224122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:15.330537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2843 - accuracy: 0.8839
2024-12-03 15:25:15.430781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:15.564511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2796 - accuracy: 0.8865
2024-12-03 15:25:15.667190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:15.772658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 132ms/step - loss: 0.2796 - accuracy: 0.8865 - val_loss: 0.4254 - val_accuracy: 0.8490
Epoch 46/100

2024-12-03 15:25:16.648344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.2665 - accuracy: 0.9062
2024-12-03 15:25:16.913808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:17.086940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2575 - accuracy: 0.8984
2024-12-03 15:25:17.213576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:17.342393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2810 - accuracy: 0.8906
2024-12-03 15:25:17.469772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:17.601519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.3878 - accuracy: 0.8555
2024-12-03 15:25:17.720898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:17.865170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.3564 - accuracy: 0.8687
2024-12-03 15:25:17.985222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:18.106692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3404 - accuracy: 0.8750
2024-12-03 15:25:18.221793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:18.347885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.3258 - accuracy: 0.8795
2024-12-03 15:25:18.453428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:18.568475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3132 - accuracy: 0.8828
2024-12-03 15:25:18.665291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:18.813555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2997 - accuracy: 0.8889
2024-12-03 15:25:18.911970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:19.022671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.3197 - accuracy: 0.8813
2024-12-03 15:25:19.127100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:19.237874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.3157 - accuracy: 0.8821
2024-12-03 15:25:19.340131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:19.455075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.3124 - accuracy: 0.8789
2024-12-03 15:25:19.563205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:19.690997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3158 - accuracy: 0.8750
2024-12-03 15:25:19.848509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:19.972214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.3030 - accuracy: 0.8806
2024-12-03 15:25:20.087581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:20.210197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.3111 - accuracy: 0.8792
2024-12-03 15:25:20.323173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:20.440160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.3041 - accuracy: 0.8818
2024-12-03 15:25:20.589881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:20.713520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3071 - accuracy: 0.8860
2024-12-03 15:25:20.816892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:20.942453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2988 - accuracy: 0.8898
2024-12-03 15:25:21.060776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:21.188122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2956 - accuracy: 0.8923
2024-12-03 15:25:21.346702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:21.466937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2898 - accuracy: 0.8945
2024-12-03 15:25:21.583936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:21.704218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2912 - accuracy: 0.8906
2024-12-03 15:25:21.830636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:21.964376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2882 - accuracy: 0.8906
2024-12-03 15:25:22.084845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:22.210691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2883 - accuracy: 0.8906
2024-12-03 15:25:22.367149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:22.496671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2889 - accuracy: 0.8906
2024-12-03 15:25:22.618948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:22.739454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2844 - accuracy: 0.8919
2024-12-03 15:25:22.873723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:22.998505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2835 - accuracy: 0.8912
2024-12-03 15:25:23.156481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:23.274151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2820 - accuracy: 0.8906
2024-12-03 15:25:23.406622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:23.532163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2834 - accuracy: 0.8901
2024-12-03 15:25:23.645647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:23.803692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2806 - accuracy: 0.8912
2024-12-03 15:25:23.921542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:24.050788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2819 - accuracy: 0.8906
2024-12-03 15:25:24.165014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:24.282695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2857 - accuracy: 0.8896
2024-12-03 15:25:24.390463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:24.562783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 137ms/step - loss: 0.2845 - accuracy: 0.8905 - val_loss: 0.4288 - val_accuracy: 0.8380
Epoch 47/100

2024-12-03 15:25:25.414836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.3371 - accuracy: 0.8281 
2024-12-03 15:25:25.655635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:25.772796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.3073 - accuracy: 0.8438
2024-12-03 15:25:25.882276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:26.060166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3088 - accuracy: 0.8594
2024-12-03 15:25:26.180046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:26.320161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.3427 - accuracy: 0.8398
2024-12-03 15:25:26.440462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:26.562229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.3433 - accuracy: 0.8438
2024-12-03 15:25:26.681529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:26.837075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3272 - accuracy: 0.8516
2024-12-03 15:25:26.952687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:27.084151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.3355 - accuracy: 0.8504
2024-12-03 15:25:27.212043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:27.328817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3172 - accuracy: 0.8574
2024-12-03 15:25:27.451181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:27.565824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2985 - accuracy: 0.8646
2024-12-03 15:25:27.673084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:27.844014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2847 - accuracy: 0.8703
2024-12-03 15:25:27.958881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:28.090671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2947 - accuracy: 0.8722
2024-12-03 15:25:28.211748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:28.330661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2928 - accuracy: 0.8763
2024-12-03 15:25:28.456414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:28.574494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2896 - accuracy: 0.8774
2024-12-03 15:25:28.734042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:28.891469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2927 - accuracy: 0.8739
2024-12-03 15:25:28.997380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:29.111604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2923 - accuracy: 0.8760
2024-12-03 15:25:29.223811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:29.331944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2967 - accuracy: 0.8760
2024-12-03 15:25:29.447617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:29.570135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.3132 - accuracy: 0.8722
2024-12-03 15:25:29.686018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:29.801195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.3107 - accuracy: 0.8750
2024-12-03 15:25:29.932727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:30.048313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.3061 - accuracy: 0.8758
2024-12-03 15:25:30.156598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:30.279721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.3021 - accuracy: 0.8773
2024-12-03 15:25:30.400083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:30.531424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.3087 - accuracy: 0.8750
2024-12-03 15:25:30.645212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:30.766843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.3145 - accuracy: 0.8729
2024-12-03 15:25:30.924048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:31.042964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.3113 - accuracy: 0.8750
2024-12-03 15:25:31.169586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:31.292608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.3060 - accuracy: 0.8776
2024-12-03 15:25:31.417149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:31.581671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.3027 - accuracy: 0.8775
2024-12-03 15:25:31.691880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:31.813443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2961 - accuracy: 0.8804
2024-12-03 15:25:31.939436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:32.065179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2969 - accuracy: 0.8796
2024-12-03 15:25:32.182176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:32.345402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2984 - accuracy: 0.8778
2024-12-03 15:25:32.444952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:32.555720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2967 - accuracy: 0.8750
2024-12-03 15:25:32.657577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:32.761007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:32.857096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2973 - accuracy: 0.8745
2024-12-03 15:25:32.962541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:33.095987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2948 - accuracy: 0.8755
2024-12-03 15:25:33.202255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 135ms/step - loss: 0.2948 - accuracy: 0.8755 - val_loss: 0.4424 - val_accuracy: 0.8410
Epoch 48/100

2024-12-03 15:25:34.028460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.2616 - accuracy: 0.9062
2024-12-03 15:25:34.285297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:34.460969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2218 - accuracy: 0.9062
2024-12-03 15:25:34.584369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:34.710001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2314 - accuracy: 0.9062
2024-12-03 15:25:34.819252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:34.933942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2224 - accuracy: 0.9062
2024-12-03 15:25:35.033602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:35.202187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2655 - accuracy: 0.8875
2024-12-03 15:25:35.307383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:35.433054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2655 - accuracy: 0.8854
2024-12-03 15:25:35.550820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:35.663922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2536 - accuracy: 0.8884
2024-12-03 15:25:35.764445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:35.911336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2589 - accuracy: 0.8906
2024-12-03 15:25:36.013419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:36.127571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2641 - accuracy: 0.8872
2024-12-03 15:25:36.232858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:36.342228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2550 - accuracy: 0.8906
2024-12-03 15:25:36.448559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:36.563053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2518 - accuracy: 0.8935
2024-12-03 15:25:36.674790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:36.836595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2447 - accuracy: 0.8958
2024-12-03 15:25:36.947747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:37.073756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2506 - accuracy: 0.8954
2024-12-03 15:25:37.193625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:37.318246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2531 - accuracy: 0.8951
2024-12-03 15:25:37.435203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:37.551020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2496 - accuracy: 0.8948
2024-12-03 15:25:37.702479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:37.814961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2504 - accuracy: 0.8936
2024-12-03 15:25:37.919681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:38.029653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2468 - accuracy: 0.8991
2024-12-03 15:25:38.127389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:38.230812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2489 - accuracy: 0.8993
2024-12-03 15:25:38.329202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:38.436829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2417 - accuracy: 0.9014
2024-12-03 15:25:38.565365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:38.705142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:38.805168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2505 - accuracy: 0.9032
2024-12-03 15:25:38.907806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:39.021193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2595 - accuracy: 0.8990
2024-12-03 15:25:39.140252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:39.264279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2629 - accuracy: 0.8979
2024-12-03 15:25:39.381478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:39.541200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2638 - accuracy: 0.8949
2024-12-03 15:25:39.653121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:39.772731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2666 - accuracy: 0.8941
2024-12-03 15:25:39.893886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:40.009262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2610 - accuracy: 0.8964
2024-12-03 15:25:40.122180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:40.260937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2654 - accuracy: 0.8950
2024-12-03 15:25:40.370609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:40.479536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2620 - accuracy: 0.8962
2024-12-03 15:25:40.575957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:40.680187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2626 - accuracy: 0.8969
2024-12-03 15:25:40.777626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:40.885503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2634 - accuracy: 0.8967
2024-12-03 15:25:41.045719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:41.152095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2711 - accuracy: 0.8926
2024-12-03 15:25:41.258628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:41.362442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2710 - accuracy: 0.8920
2024-12-03 15:25:41.458957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 130ms/step - loss: 0.2710 - accuracy: 0.8920 - val_loss: 0.3919 - val_accuracy: 0.8440
Epoch 49/100

2024-12-03 15:25:42.313833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.2891 - accuracy: 0.8594 
2024-12-03 15:25:42.559533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:42.692062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2879 - accuracy: 0.8672
2024-12-03 15:25:42.827668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:43.000832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2724 - accuracy: 0.8750
2024-12-03 15:25:43.111771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:43.230421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2806 - accuracy: 0.8672
2024-12-03 15:25:43.349713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:43.476256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.3110 - accuracy: 0.8594
2024-12-03 15:25:43.641239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:43.761620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2930 - accuracy: 0.8750
2024-12-03 15:25:43.875943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:43.993021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2961 - accuracy: 0.8705
2024-12-03 15:25:44.110527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:44.228626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2816 - accuracy: 0.8809
2024-12-03 15:25:44.328572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:44.451045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2751 - accuracy: 0.8819
2024-12-03 15:25:44.565363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:44.677075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2700 - accuracy: 0.8844
2024-12-03 15:25:44.784083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:44.887107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2835 - accuracy: 0.8804
2024-12-03 15:25:44.993043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:45.098435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2867 - accuracy: 0.8750
2024-12-03 15:25:45.200548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:45.348242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2917 - accuracy: 0.8738
2024-12-03 15:25:45.461855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:45.576534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2859 - accuracy: 0.8772
2024-12-03 15:25:45.683855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:45.805335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2909 - accuracy: 0.8729
2024-12-03 15:25:45.952590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:46.074561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2906 - accuracy: 0.8740
2024-12-03 15:25:46.186171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:46.297149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2851 - accuracy: 0.8778
2024-12-03 15:25:46.398262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:46.514823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2825 - accuracy: 0.8785
2024-12-03 15:25:46.668638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:46.797236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2711 - accuracy: 0.8849
2024-12-03 15:25:46.908535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:47.027916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2795 - accuracy: 0.8820
2024-12-03 15:25:47.150167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:47.269946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2817 - accuracy: 0.8817
2024-12-03 15:25:47.381627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:47.546046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2784 - accuracy: 0.8828
2024-12-03 15:25:47.648645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:47.758173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2745 - accuracy: 0.8845
2024-12-03 15:25:47.868657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:47.980858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2753 - accuracy: 0.8854
2024-12-03 15:25:48.088318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:48.210740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2755 - accuracy: 0.8863
2024-12-03 15:25:48.361550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:48.492689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2754 - accuracy: 0.8850
2024-12-03 15:25:48.603329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:48.713047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2761 - accuracy: 0.8854
2024-12-03 15:25:48.810199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:48.913485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2736 - accuracy: 0.8873
2024-12-03 15:25:49.022366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:49.130759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2696 - accuracy: 0.8890
2024-12-03 15:25:49.228523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:49.367472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2697 - accuracy: 0.8891
2024-12-03 15:25:49.475436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:49.587756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2742 - accuracy: 0.8880
2024-12-03 15:25:49.687663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:49.795731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 130ms/step - loss: 0.2742 - accuracy: 0.8880 - val_loss: 0.5415 - val_accuracy: 0.8100
Epoch 50/100

2024-12-03 15:25:50.590604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.5465 - accuracy: 0.7500 
2024-12-03 15:25:50.855159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:50.972419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.3885 - accuracy: 0.8281
2024-12-03 15:25:51.082504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:51.212496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3587 - accuracy: 0.8438
2024-12-03 15:25:51.324438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:51.494925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.3768 - accuracy: 0.8477
2024-12-03 15:25:51.605559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:51.723334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.3642 - accuracy: 0.8500
2024-12-03 15:25:51.832129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:51.961252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3568 - accuracy: 0.8516
2024-12-03 15:25:52.070825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:52.227301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.3292 - accuracy: 0.8661
2024-12-03 15:25:52.332917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:52.438824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.3199 - accuracy: 0.8652
2024-12-03 15:25:52.541389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:52.663804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2992 - accuracy: 0.8750
2024-12-03 15:25:52.775857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:52.890234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2872 - accuracy: 0.8828
2024-12-03 15:25:53.025631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:53.141271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2890 - accuracy: 0.8764
2024-12-03 15:25:53.246923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:53.361243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2730 - accuracy: 0.8815
2024-12-03 15:25:53.465270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:53.591440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2816 - accuracy: 0.8810
2024-12-03 15:25:53.701814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:53.816826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2761 - accuracy: 0.8839
2024-12-03 15:25:53.920574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:54.034594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2777 - accuracy: 0.8833
2024-12-03 15:25:54.143959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:54.264906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2705 - accuracy: 0.8867
2024-12-03 15:25:54.388829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:54.532951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2728 - accuracy: 0.8851
2024-12-03 15:25:54.637758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:54.761345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2699 - accuracy: 0.8863
2024-12-03 15:25:54.871751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:54.988787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2711 - accuracy: 0.8865
2024-12-03 15:25:55.096817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:55.218389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2730 - accuracy: 0.8852
2024-12-03 15:25:55.342887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:55.461855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2744 - accuracy: 0.8847
2024-12-03 15:25:55.560217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:55.674149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2778 - accuracy: 0.8849
2024-12-03 15:25:55.777267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:55.896143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2841 - accuracy: 0.8811
2024-12-03 15:25:56.005960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:56.179803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2787 - accuracy: 0.8835
2024-12-03 15:25:56.300922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:56.414338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2787 - accuracy: 0.8850
2024-12-03 15:25:56.525490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:56.643654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2757 - accuracy: 0.8858
2024-12-03 15:25:56.744108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:56.857573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2723 - accuracy: 0.8866
2024-12-03 15:25:56.980910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:57.091423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2715 - accuracy: 0.8862
2024-12-03 15:25:57.190901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:57.303557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2672 - accuracy: 0.8882
2024-12-03 15:25:57.407021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:57.512923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2667 - accuracy: 0.8875
2024-12-03 15:25:57.608910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:57.709497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2640 - accuracy: 0.8890
2024-12-03 15:25:57.846549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:57.946646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 127ms/step - loss: 0.2640 - accuracy: 0.8890 - val_loss: 0.4929 - val_accuracy: 0.8480
Epoch 51/100

2024-12-03 15:25:58.706951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.2903 - accuracy: 0.8594
2024-12-03 15:25:58.990619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:59.123543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.3288 - accuracy: 0.8594
2024-12-03 15:25:59.236458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:59.358055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2539 - accuracy: 0.9010
2024-12-03 15:25:59.478234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:59.599454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2317 - accuracy: 0.9102
2024-12-03 15:25:59.759998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:25:59.872736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2433 - accuracy: 0.9062
2024-12-03 15:25:59.980633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:00.090732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2400 - accuracy: 0.9062
2024-12-03 15:26:00.194365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:00.303682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2845 - accuracy: 0.8973
2024-12-03 15:26:00.404989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:00.527560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2784 - accuracy: 0.8965
2024-12-03 15:26:00.628895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:00.743103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2839 - accuracy: 0.8941
2024-12-03 15:26:00.842931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:00.992477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2847 - accuracy: 0.8906
2024-12-03 15:26:01.093372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:01.206177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2911 - accuracy: 0.8849
2024-12-03 15:26:01.314997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:01.432688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2836 - accuracy: 0.8867
2024-12-03 15:26:01.540322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:01.696003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2834 - accuracy: 0.8877
2024-12-03 15:26:01.793068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:01.900699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:01.994960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2828 - accuracy: 0.8890
2024-12-03 15:26:02.105512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:02.216372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2787 - accuracy: 0.8911
2024-12-03 15:26:02.325953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:02.478533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2749 - accuracy: 0.8888
2024-12-03 15:26:02.580657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:02.690357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2760 - accuracy: 0.8893
2024-12-03 15:26:02.790323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:02.897867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2714 - accuracy: 0.8910
2024-12-03 15:26:03.003369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:03.111410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2652 - accuracy: 0.8918
2024-12-03 15:26:03.258003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:03.375851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2661 - accuracy: 0.8933
2024-12-03 15:26:03.486336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:03.602189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2643 - accuracy: 0.8939
2024-12-03 15:26:03.703901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:03.819224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2718 - accuracy: 0.8903
2024-12-03 15:26:03.920801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:04.032738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2686 - accuracy: 0.8903
2024-12-03 15:26:04.141462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:04.263241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2697 - accuracy: 0.8890
2024-12-03 15:26:04.411676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:04.528066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2696 - accuracy: 0.8879
2024-12-03 15:26:04.635212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:04.746490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2761 - accuracy: 0.8862
2024-12-03 15:26:04.854036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:04.971590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2801 - accuracy: 0.8847
2024-12-03 15:26:05.075922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:05.238533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2778 - accuracy: 0.8865
2024-12-03 15:26:05.348104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:05.455926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2758 - accuracy: 0.8877
2024-12-03 15:26:05.557784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:05.669046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2761 - accuracy: 0.8881
2024-12-03 15:26:05.769399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:05.878290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:05.969298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 127ms/step - loss: 0.2755 - accuracy: 0.8880 - val_loss: 0.4533 - val_accuracy: 0.8350
Epoch 52/100

2024-12-03 15:26:06.806567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.2034 - accuracy: 0.9062 
2024-12-03 15:26:07.023403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:07.136210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.2477 - accuracy: 0.8828
2024-12-03 15:26:07.257091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:07.378190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2722 - accuracy: 0.8802
2024-12-03 15:26:07.485519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:07.655302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2379 - accuracy: 0.9023
2024-12-03 15:26:07.769166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:07.878775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2669 - accuracy: 0.8906
2024-12-03 15:26:07.979719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:08.084862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2718 - accuracy: 0.8966
2024-12-03 15:26:08.198651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:08.307154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2741 - accuracy: 0.8951
2024-12-03 15:26:08.407929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:08.523026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2552 - accuracy: 0.9062
2024-12-03 15:26:08.685018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:08.800596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2589 - accuracy: 0.9013
2024-12-03 15:26:08.898284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:09.004605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.2549 - accuracy: 0.9016
2024-12-03 15:26:09.105793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:09.211601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2492 - accuracy: 0.8991
2024-12-03 15:26:09.319694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:09.477335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2406 - accuracy: 0.9023
2024-12-03 15:26:09.581744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:09.692750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2343 - accuracy: 0.9075
2024-12-03 15:26:09.796448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:09.905847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2489 - accuracy: 0.8998
2024-12-03 15:26:10.005518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:10.112103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2465 - accuracy: 0.9000
2024-12-03 15:26:10.210172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:10.355937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2424 - accuracy: 0.9014
2024-12-03 15:26:10.465379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:10.580933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2361 - accuracy: 0.9044
2024-12-03 15:26:10.688431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:10.819287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2369 - accuracy: 0.9054
2024-12-03 15:26:10.979476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:11.090829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2368 - accuracy: 0.9046
2024-12-03 15:26:11.198499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:11.306139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2291 - accuracy: 0.9078
2024-12-03 15:26:11.408025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:11.523376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2290 - accuracy: 0.9077
2024-12-03 15:26:11.625960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:11.742780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2298 - accuracy: 0.9077
2024-12-03 15:26:11.847112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:11.955005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2296 - accuracy: 0.9076
2024-12-03 15:26:12.060274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:12.173414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2296 - accuracy: 0.9082
2024-12-03 15:26:12.299747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:12.404468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2269 - accuracy: 0.9087
2024-12-03 15:26:12.505513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:12.623644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2301 - accuracy: 0.9062
2024-12-03 15:26:12.741697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:12.848148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2287 - accuracy: 0.9062
2024-12-03 15:26:12.946644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:13.096433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2272 - accuracy: 0.9057
2024-12-03 15:26:13.199044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:13.298904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:13.392581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2227 - accuracy: 0.9078
2024-12-03 15:26:13.491686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:13.595702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2263 - accuracy: 0.9068
2024-12-03 15:26:13.709075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:13.816249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2252 - accuracy: 0.9075
2024-12-03 15:26:13.910956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 124ms/step - loss: 0.2252 - accuracy: 0.9075 - val_loss: 0.6462 - val_accuracy: 0.8190
Epoch 53/100

2024-12-03 15:26:14.708994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.3763 - accuracy: 0.8594
2024-12-03 15:26:14.984261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:15.136687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.3342 - accuracy: 0.8438
2024-12-03 15:26:15.258499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:15.385420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3183 - accuracy: 0.8594
2024-12-03 15:26:15.498547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:15.642861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2837 - accuracy: 0.8750
2024-12-03 15:26:15.750962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:15.863172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2765 - accuracy: 0.8781
2024-12-03 15:26:15.970179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:16.083619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2550 - accuracy: 0.8880
2024-12-03 15:26:16.190159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:16.309037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2770 - accuracy: 0.8839
2024-12-03 15:26:16.409397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:16.570765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2709 - accuracy: 0.8867
2024-12-03 15:26:16.676959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:16.789667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2609 - accuracy: 0.8889
2024-12-03 15:26:16.893942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:17.008364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2693 - accuracy: 0.8869
2024-12-03 15:26:17.115182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:17.219767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2768 - accuracy: 0.8864
2024-12-03 15:26:17.323272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:17.425989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2805 - accuracy: 0.8854
2024-12-03 15:26:17.575407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:17.691903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2692 - accuracy: 0.8882
2024-12-03 15:26:17.791543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:17.904593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2654 - accuracy: 0.8889
2024-12-03 15:26:18.010882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2637 - accuracy: 0.8890
2024-12-03 15:26:18.237563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:18.359459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2588 - accuracy: 0.8911
2024-12-03 15:26:18.465056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:18.575337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2600 - accuracy: 0.8892
2024-12-03 15:26:18.677966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:18.787230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2647 - accuracy: 0.8884
2024-12-03 15:26:18.907685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:19.032833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2585 - accuracy: 0.8910
2024-12-03 15:26:19.130412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:19.242296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2545 - accuracy: 0.8926
2024-12-03 15:26:19.344876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:19.458300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2461 - accuracy: 0.8966
2024-12-03 15:26:19.559199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:19.664194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2432 - accuracy: 0.8968
2024-12-03 15:26:19.763386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:19.867407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2485 - accuracy: 0.8944
2024-12-03 15:26:20.024100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:20.133366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2499 - accuracy: 0.8936
2024-12-03 15:26:20.244802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:20.359432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2463 - accuracy: 0.8954
2024-12-03 15:26:20.461238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:20.572584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2467 - accuracy: 0.8946
2024-12-03 15:26:20.675543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:20.829657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2479 - accuracy: 0.8953
2024-12-03 15:26:20.930134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.039849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2443 - accuracy: 0.8972
2024-12-03 15:26:21.135068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.238276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2419 - accuracy: 0.8969
2024-12-03 15:26:21.348082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.448558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2450 - accuracy: 0.8948
2024-12-03 15:26:21.569781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.673619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.767172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2452 - accuracy: 0.8965
2024-12-03 15:26:21.872544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:21.978530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 125ms/step - loss: 0.2452 - accuracy: 0.8965 - val_loss: 0.4498 - val_accuracy: 0.8450
Epoch 54/100

2024-12-03 15:26:22.735757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.1613 - accuracy: 0.9375 
2024-12-03 15:26:22.954652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:23.118224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.2153 - accuracy: 0.9297
2024-12-03 15:26:23.227494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:23.346000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.2170 - accuracy: 0.9241
2024-12-03 15:26:23.449410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:23.558037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2170 - accuracy: 0.9219
2024-12-03 15:26:23.658980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:23.770156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2682 - accuracy: 0.8969
2024-12-03 15:26:23.933183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:24.049932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2813 - accuracy: 0.8802
2024-12-03 15:26:24.155652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:24.281245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2687 - accuracy: 0.8862
2024-12-03 15:26:24.450888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:24.583684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2636 - accuracy: 0.8906
2024-12-03 15:26:24.694112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:24.810522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2677 - accuracy: 0.8906
2024-12-03 15:26:24.921926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:25.042737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2560 - accuracy: 0.8969
2024-12-03 15:26:25.152284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:25.316491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2376 - accuracy: 0.9062
2024-12-03 15:26:25.421850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:25.527311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2388 - accuracy: 0.9000
2024-12-03 15:26:25.623954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:25.723620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:25.819768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2638 - accuracy: 0.8935
2024-12-03 15:26:25.915195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.049866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2657 - accuracy: 0.8917
2024-12-03 15:26:26.157408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.256520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.345863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2639 - accuracy: 0.8930
2024-12-03 15:26:26.438031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.538056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.634779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2655 - accuracy: 0.8924
2024-12-03 15:26:26.761657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.861238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:26.951622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2616 - accuracy: 0.8931
2024-12-03 15:26:27.043898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:27.144298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2577 - accuracy: 0.8953
2024-12-03 15:26:27.256454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:27.371292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2554 - accuracy: 0.8973
2024-12-03 15:26:27.470779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:27.614636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2596 - accuracy: 0.8951
2024-12-03 15:26:27.717268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:27.824567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:27.915114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2595 - accuracy: 0.8952
2024-12-03 15:26:28.012009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.107380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.199561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2560 - accuracy: 0.8963
2024-12-03 15:26:28.299567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.452013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2550 - accuracy: 0.8992
2024-12-03 15:26:28.550285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.658816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.749471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2551 - accuracy: 0.8990
2024-12-03 15:26:28.842355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:28.938328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:29.035113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2496 - accuracy: 0.9009
2024-12-03 15:26:29.129374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:29.262013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2462 - accuracy: 0.9016
2024-12-03 15:26:29.354435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:29.459845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:29.550386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2434 - accuracy: 0.9025
2024-12-03 15:26:29.649618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 121ms/step - loss: 0.2434 - accuracy: 0.9025 - val_loss: 0.5584 - val_accuracy: 0.8450
Epoch 55/100

2024-12-03 15:26:30.437904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.2307 - accuracy: 0.9219
2024-12-03 15:26:30.685500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:30.858303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2160 - accuracy: 0.9141
2024-12-03 15:26:30.964608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:31.119397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1936 - accuracy: 0.9219
2024-12-03 15:26:31.224735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:31.340961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.1986 - accuracy: 0.9340
2024-12-03 15:26:31.444274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:31.549902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:31.644365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2330 - accuracy: 0.9271
2024-12-03 15:26:31.751700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:31.858086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2357 - accuracy: 0.9255
2024-12-03 15:26:31.986979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:32.103758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2247 - accuracy: 0.9250
2024-12-03 15:26:32.222086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:32.338609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2328 - accuracy: 0.9136
2024-12-03 15:26:32.444256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:32.596759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2516 - accuracy: 0.9078
2024-12-03 15:26:32.693789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:32.799986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:32.892640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2835 - accuracy: 0.8927
2024-12-03 15:26:32.995883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:33.099231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:33.191707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2765 - accuracy: 0.8950
2024-12-03 15:26:33.293910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:33.435181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2739 - accuracy: 0.8970
2024-12-03 15:26:33.536416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:33.654271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2675 - accuracy: 0.8979
2024-12-03 15:26:33.764756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:33.869436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2667 - accuracy: 0.8992
2024-12-03 15:26:33.971276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:34.115862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2572 - accuracy: 0.9034
2024-12-03 15:26:34.227858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:34.340895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2533 - accuracy: 0.9027
2024-12-03 15:26:34.441865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:34.552354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.2547 - accuracy: 0.9046
2024-12-03 15:26:34.651798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:34.789891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2521 - accuracy: 0.9054
2024-12-03 15:26:34.899292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:35.005618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2475 - accuracy: 0.9085
2024-12-03 15:26:35.106334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:35.211319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2476 - accuracy: 0.9084
2024-12-03 15:26:35.308065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:35.413737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2497 - accuracy: 0.9076
2024-12-03 15:26:35.551929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:35.660033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2487 - accuracy: 0.9062
2024-12-03 15:26:35.757431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:35.870518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2533 - accuracy: 0.9044
2024-12-03 15:26:35.975704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:36.083273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2536 - accuracy: 0.9044
2024-12-03 15:26:36.177609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:36.328953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2548 - accuracy: 0.9045
2024-12-03 15:26:36.438816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:36.546946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2530 - accuracy: 0.9051
2024-12-03 15:26:36.643080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:36.755098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2481 - accuracy: 0.9062
2024-12-03 15:26:36.887267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:36.997720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2463 - accuracy: 0.9068
2024-12-03 15:26:37.090454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:37.191490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2450 - accuracy: 0.9068
2024-12-03 15:26:37.293359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:37.397861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2438 - accuracy: 0.9070
2024-12-03 15:26:37.532422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 123ms/step - loss: 0.2438 - accuracy: 0.9070 - val_loss: 0.4192 - val_accuracy: 0.8440
Epoch 56/100

2024-12-03 15:26:38.293569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.4613 - accuracy: 0.8594
2024-12-03 15:26:38.531474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:38.705502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.3125 - accuracy: 0.9062
2024-12-03 15:26:38.825419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:38.940449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2799 - accuracy: 0.9062
2024-12-03 15:26:39.044874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:39.153463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2753 - accuracy: 0.9132
2024-12-03 15:26:39.256147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:39.365240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2686 - accuracy: 0.9156
2024-12-03 15:26:39.458366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:39.561251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2476 - accuracy: 0.9111
2024-12-03 15:26:39.709893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:39.812800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:39.907582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2199 - accuracy: 0.9199
2024-12-03 15:26:40.008529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:40.112377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:40.206306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2156 - accuracy: 0.9236
2024-12-03 15:26:40.308697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:40.450611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.2269 - accuracy: 0.9203
2024-12-03 15:26:40.551790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:40.668334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2186 - accuracy: 0.9226
2024-12-03 15:26:40.766996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:40.873339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2173 - accuracy: 0.9219
2024-12-03 15:26:40.972385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:41.080849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2171 - accuracy: 0.9207
2024-12-03 15:26:41.224377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:41.338286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2175 - accuracy: 0.9203
2024-12-03 15:26:41.439269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:41.543326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2149 - accuracy: 0.9198
2024-12-03 15:26:41.645967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:41.748611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2088 - accuracy: 0.9219
2024-12-03 15:26:41.863710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:41.978125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2245 - accuracy: 0.9161
2024-12-03 15:26:42.075935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:42.180226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.2268 - accuracy: 0.9130
2024-12-03 15:26:42.277870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:42.382323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2269 - accuracy: 0.9128
2024-12-03 15:26:42.481392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:42.610996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2264 - accuracy: 0.9109
2024-12-03 15:26:42.731295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:42.855681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2338 - accuracy: 0.9092
2024-12-03 15:26:42.965586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:43.078570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2400 - accuracy: 0.9091
2024-12-03 15:26:43.216514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:43.329882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2376 - accuracy: 0.9110
2024-12-03 15:26:43.427216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:43.540169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2309 - accuracy: 0.9139
2024-12-03 15:26:43.651480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:43.752066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2307 - accuracy: 0.9137
2024-12-03 15:26:43.858658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:43.964923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2281 - accuracy: 0.9141
2024-12-03 15:26:44.076132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:44.187186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2277 - accuracy: 0.9148
2024-12-03 15:26:44.327984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:44.438048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:44.534036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2291 - accuracy: 0.9138
2024-12-03 15:26:44.638943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:44.742878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:44.835052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2299 - accuracy: 0.9146
2024-12-03 15:26:44.934279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:45.036401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2377 - accuracy: 0.9130
2024-12-03 15:26:45.156307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:45.255780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 121ms/step - loss: 0.2377 - accuracy: 0.9130 - val_loss: 0.3875 - val_accuracy: 0.8500
Epoch 57/100
 1/63 [..............................] - ETA: 12s - loss: 0.3051 - accuracy: 0.8438
2024-12-03 15:26:46.019663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:46.219137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.1945 - accuracy: 0.9271
2024-12-03 15:26:46.332594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:46.447140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.2041 - accuracy: 0.9125
2024-12-03 15:26:46.543447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:46.691501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2291 - accuracy: 0.8906
2024-12-03 15:26:46.792802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:46.898200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:46.996074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.2106 - accuracy: 0.8977
2024-12-03 15:26:47.103655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:47.207671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2143 - accuracy: 0.8932
2024-12-03 15:26:47.308802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:47.423430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2241 - accuracy: 0.8833
2024-12-03 15:26:47.572375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:47.681960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2158 - accuracy: 0.8887
2024-12-03 15:26:47.779046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:47.886919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2191 - accuracy: 0.8924
2024-12-03 15:26:47.989992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:48.131579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2274 - accuracy: 0.8884
2024-12-03 15:26:48.230461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:48.334917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:48.430746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2264 - accuracy: 0.8893
2024-12-03 15:26:48.534395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:48.641169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2257 - accuracy: 0.8888
2024-12-03 15:26:48.739795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:48.888590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.2340 - accuracy: 0.8873
2024-12-03 15:26:48.997258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:49.103233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2296 - accuracy: 0.8912
2024-12-03 15:26:49.203522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:49.309977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2245 - accuracy: 0.8942
2024-12-03 15:26:49.412761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:49.555917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2175 - accuracy: 0.8996
2024-12-03 15:26:49.663479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:49.784838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2108 - accuracy: 0.9036
2024-12-03 15:26:49.892817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.008356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2100 - accuracy: 0.9071
2024-12-03 15:26:50.106923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.209229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.307828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2126 - accuracy: 0.9047
2024-12-03 15:26:50.457063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.565499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2190 - accuracy: 0.8996
2024-12-03 15:26:50.666192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.778672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 1s - loss: 0.2197 - accuracy: 0.9007
2024-12-03 15:26:50.879824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:50.988218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2174 - accuracy: 0.9029
2024-12-03 15:26:51.088476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:51.195746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2169 - accuracy: 0.9030
2024-12-03 15:26:51.301494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:51.450846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2153 - accuracy: 0.9031
2024-12-03 15:26:51.559012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:51.673282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2114 - accuracy: 0.9051
2024-12-03 15:26:51.775325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:51.876344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:51.973306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2104 - accuracy: 0.9062
2024-12-03 15:26:52.076502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.178466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.272919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2133 - accuracy: 0.9062
2024-12-03 15:26:52.408923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.507633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.599758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2118 - accuracy: 0.9057
2024-12-03 15:26:52.697332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.794520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:52.885790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 120ms/step - loss: 0.2109 - accuracy: 0.9060 - val_loss: 0.4458 - val_accuracy: 0.8550
Epoch 58/100
 1/63 [..............................] - ETA: 11s - loss: 0.3550 - accuracy: 0.8125
2024-12-03 15:26:53.655824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:53.844310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.2957 - accuracy: 0.8438
2024-12-03 15:26:53.952906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:54.061901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.2945 - accuracy: 0.8562
2024-12-03 15:26:54.161443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:54.271135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.2674 - accuracy: 0.8839
2024-12-03 15:26:54.374451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:54.488340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2691 - accuracy: 0.8889
2024-12-03 15:26:54.592614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:54.753035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2905 - accuracy: 0.8750
2024-12-03 15:26:54.867091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:54.976546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2933 - accuracy: 0.8726
2024-12-03 15:26:55.076395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:55.181440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2820 - accuracy: 0.8792
2024-12-03 15:26:55.287787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:55.435418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2602 - accuracy: 0.8889
2024-12-03 15:26:55.536381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:55.645304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.2594 - accuracy: 0.8898
2024-12-03 15:26:55.743157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:55.866993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2504 - accuracy: 0.8914
2024-12-03 15:26:55.985234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:56.091560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2442 - accuracy: 0.8940
2024-12-03 15:26:56.236547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:56.345832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2821 - accuracy: 0.8822
2024-12-03 15:26:56.443844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:56.550744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2780 - accuracy: 0.8843
2024-12-03 15:26:56.647515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:56.750394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2755 - accuracy: 0.8858
2024-12-03 15:26:56.865009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:57.018229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2777 - accuracy: 0.8861
2024-12-03 15:26:57.126119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:57.239904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2630 - accuracy: 0.8943
2024-12-03 15:26:57.351492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:57.463195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2635 - accuracy: 0.8946
2024-12-03 15:26:57.561500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:57.670717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.2704 - accuracy: 0.8953
2024-12-03 15:26:57.818450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:57.931313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2625 - accuracy: 0.8974
2024-12-03 15:26:58.028000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:58.138799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2618 - accuracy: 0.8963
2024-12-03 15:26:58.238079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:58.352505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2566 - accuracy: 0.8983
2024-12-03 15:26:58.468752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:58.622708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2519 - accuracy: 0.9007
2024-12-03 15:26:58.725279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:58.837635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2457 - accuracy: 0.9043
2024-12-03 15:26:58.940730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.044275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.140916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2463 - accuracy: 0.9044
2024-12-03 15:26:59.248079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.392317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2419 - accuracy: 0.9057
2024-12-03 15:26:59.491548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.594698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2430 - accuracy: 0.9051
2024-12-03 15:26:59.692986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.792897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:26:59.892399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2392 - accuracy: 0.9057
2024-12-03 15:26:59.995246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:00.123101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2360 - accuracy: 0.9068
2024-12-03 15:27:00.222851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:00.337894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2317 - accuracy: 0.9083
2024-12-03 15:27:00.446361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:00.562335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2330 - accuracy: 0.9065
2024-12-03 15:27:00.654634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 123ms/step - loss: 0.2330 - accuracy: 0.9065 - val_loss: 0.5394 - val_accuracy: 0.8540
Epoch 59/100

2024-12-03 15:27:01.473681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.4622 - accuracy: 0.8594 
2024-12-03 15:27:01.711255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:01.834969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.3163 - accuracy: 0.9062
2024-12-03 15:27:01.950734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:02.077030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2520 - accuracy: 0.9167
2024-12-03 15:27:02.223477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:02.332399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2052 - accuracy: 0.9306
2024-12-03 15:27:02.435317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:02.543575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2039 - accuracy: 0.9312
2024-12-03 15:27:02.641496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:02.757922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2230 - accuracy: 0.9279
2024-12-03 15:27:02.885102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:02.990774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:03.087063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2225 - accuracy: 0.9250
2024-12-03 15:27:03.210965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:03.318721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2197 - accuracy: 0.9219
2024-12-03 15:27:03.419286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:03.524722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.2279 - accuracy: 0.9178
2024-12-03 15:27:03.624180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:03.740288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2342 - accuracy: 0.9167
2024-12-03 15:27:03.885256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:04.000959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2314 - accuracy: 0.9144
2024-12-03 15:27:04.097500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:04.206928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2298 - accuracy: 0.9125
2024-12-03 15:27:04.314909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:04.419108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2274 - accuracy: 0.9120
2024-12-03 15:27:04.525339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:04.637832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2306 - accuracy: 0.9116
2024-12-03 15:27:04.784072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:04.898979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2257 - accuracy: 0.9113
2024-12-03 15:27:04.994676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:05.107985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2245 - accuracy: 0.9099
2024-12-03 15:27:05.204408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:05.310630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2222 - accuracy: 0.9107
2024-12-03 15:27:05.406712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:05.554830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.2278 - accuracy: 0.9096
2024-12-03 15:27:05.672357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:05.785446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2479 - accuracy: 0.9023
2024-12-03 15:27:05.897857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:06.010767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2454 - accuracy: 0.9032
2024-12-03 15:27:06.109705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:06.258099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2428 - accuracy: 0.9033
2024-12-03 15:27:06.369870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:06.485467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2410 - accuracy: 0.9035
2024-12-03 15:27:06.589826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:06.701441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2372 - accuracy: 0.9056
2024-12-03 15:27:06.800924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:06.964621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2293 - accuracy: 0.9100
2024-12-03 15:27:07.081489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:07.196305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:07.290869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2325 - accuracy: 0.9080
2024-12-03 15:27:07.392698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:07.490122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:07.582025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2272 - accuracy: 0.9102
2024-12-03 15:27:07.707226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:07.817359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2250 - accuracy: 0.9111
2024-12-03 15:27:07.909616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:08.006640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:08.106403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2200 - accuracy: 0.9135
2024-12-03 15:27:08.205511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:08.309164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2193 - accuracy: 0.9140
2024-12-03 15:27:08.428885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:08.528893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 122ms/step - loss: 0.2193 - accuracy: 0.9140 - val_loss: 1.3574 - val_accuracy: 0.7870
Epoch 60/100
 1/63 [..............................] - ETA: 11s - loss: 1.0354 - accuracy: 0.7500
2024-12-03 15:27:09.260720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:09.450449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 8s - loss: 0.5170 - accuracy: 0.8125
2024-12-03 15:27:09.551777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:09.717229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 7s - loss: 0.3884 - accuracy: 0.8438
2024-12-03 15:27:09.818849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:09.941673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.3289 - accuracy: 0.8661
2024-12-03 15:27:10.044446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:10.160909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2908 - accuracy: 0.8785
2024-12-03 15:27:10.262631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:10.371239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2526 - accuracy: 0.8880
2024-12-03 15:27:10.520272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:10.632497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2456 - accuracy: 0.8870
2024-12-03 15:27:10.727537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:10.836443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2548 - accuracy: 0.8875
2024-12-03 15:27:10.949708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:11.093529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2381 - accuracy: 0.8952
2024-12-03 15:27:11.202103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:11.324895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2339 - accuracy: 0.8980
2024-12-03 15:27:11.425723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:11.537310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2331 - accuracy: 0.8988
2024-12-03 15:27:11.640544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:11.751994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2444 - accuracy: 0.8967
2024-12-03 15:27:11.903109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.016751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2339 - accuracy: 0.8990
2024-12-03 15:27:12.124100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.227550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.324324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2375 - accuracy: 0.8951
2024-12-03 15:27:12.428597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.535648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2370 - accuracy: 0.8969
2024-12-03 15:27:12.665341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.774338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2389 - accuracy: 0.8958
2024-12-03 15:27:12.873785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:12.980349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2358 - accuracy: 0.8971
2024-12-03 15:27:13.075674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:13.179423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2310 - accuracy: 0.9010
2024-12-03 15:27:13.286458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:13.435995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2324 - accuracy: 0.9013
2024-12-03 15:27:13.537721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:13.660724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2341 - accuracy: 0.9023
2024-12-03 15:27:13.767013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:13.883346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2355 - accuracy: 0.9010
2024-12-03 15:27:13.982940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:14.130819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2354 - accuracy: 0.8999
2024-12-03 15:27:14.240111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:14.354922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2340 - accuracy: 0.9009
2024-12-03 15:27:14.455935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:14.563335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2317 - accuracy: 0.9017
2024-12-03 15:27:14.661263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:14.774631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2388 - accuracy: 0.9013
2024-12-03 15:27:14.921758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.046116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2379 - accuracy: 0.9020
2024-12-03 15:27:15.151434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.262573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2332 - accuracy: 0.9028
2024-12-03 15:27:15.404579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.510844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.603124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2313 - accuracy: 0.9030
2024-12-03 15:27:15.704673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.807885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:15.903944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2290 - accuracy: 0.9047
2024-12-03 15:27:16.010434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:16.111829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:16.206362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2305 - accuracy: 0.9030
2024-12-03 15:27:16.345603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 123ms/step - loss: 0.2305 - accuracy: 0.9030 - val_loss: 0.4295 - val_accuracy: 0.8460
Epoch 61/100

2024-12-03 15:27:17.095312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2656 - accuracy: 0.8750 
2024-12-03 15:27:17.302927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:17.424928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.2343 - accuracy: 0.9062
2024-12-03 15:27:17.591279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:17.708288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2453 - accuracy: 0.9115
2024-12-03 15:27:17.816000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:17.932087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2387 - accuracy: 0.9102
2024-12-03 15:27:18.026084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:18.181121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2556 - accuracy: 0.9000
2024-12-03 15:27:18.314287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:18.440370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2283 - accuracy: 0.9135
2024-12-03 15:27:18.541022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:18.646332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2210 - accuracy: 0.9152
2024-12-03 15:27:18.743807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:18.852050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2117 - accuracy: 0.9173
2024-12-03 15:27:18.965150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:19.107855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2023 - accuracy: 0.9219
2024-12-03 15:27:19.207343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:19.314680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2083 - accuracy: 0.9196
2024-12-03 15:27:19.417353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:19.523569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2060 - accuracy: 0.9190
2024-12-03 15:27:19.623130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:19.748369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2217 - accuracy: 0.9102
2024-12-03 15:27:19.864281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:19.980196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2301 - accuracy: 0.9074
2024-12-03 15:27:20.082665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:20.195296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2343 - accuracy: 0.9085
2024-12-03 15:27:20.330960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:20.441905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2320 - accuracy: 0.9073
2024-12-03 15:27:20.552763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:20.664179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2347 - accuracy: 0.9053
2024-12-03 15:27:20.757086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:20.863669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2379 - accuracy: 0.9053
2024-12-03 15:27:20.969495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:21.080354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2352 - accuracy: 0.9062
2024-12-03 15:27:21.201355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:21.314894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2405 - accuracy: 0.9054
2024-12-03 15:27:21.412422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:21.522465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2375 - accuracy: 0.9078
2024-12-03 15:27:21.630199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:21.744652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2325 - accuracy: 0.9107
2024-12-03 15:27:21.844613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:22.003486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2247 - accuracy: 0.9141
2024-12-03 15:27:22.115663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:22.241542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2313 - accuracy: 0.9130
2024-12-03 15:27:22.348525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:22.460242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2295 - accuracy: 0.9134
2024-12-03 15:27:22.603008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:22.712415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2251 - accuracy: 0.9144
2024-12-03 15:27:22.821252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:22.933730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2157 - accuracy: 0.9186
2024-12-03 15:27:23.040433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:23.146883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2154 - accuracy: 0.9176
2024-12-03 15:27:23.244405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:23.343298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2154 - accuracy: 0.9169
2024-12-03 15:27:23.473934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:23.586484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2211 - accuracy: 0.9131
2024-12-03 15:27:23.691691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:23.802870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2213 - accuracy: 0.9130
2024-12-03 15:27:23.894198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:24.024429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2236 - accuracy: 0.9115
2024-12-03 15:27:24.130754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:24.240675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 124ms/step - loss: 0.2236 - accuracy: 0.9115 - val_loss: 0.4372 - val_accuracy: 0.8570
Epoch 62/100

2024-12-03 15:27:24.985314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.2081 - accuracy: 0.9062 
2024-12-03 15:27:25.240028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:25.353755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.2221 - accuracy: 0.9125
2024-12-03 15:27:25.467448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:25.581920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.1972 - accuracy: 0.9219
2024-12-03 15:27:25.679267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:25.789206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.1849 - accuracy: 0.9258
2024-12-03 15:27:25.937064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:26.051456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2179 - accuracy: 0.9219
2024-12-03 15:27:26.163764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:26.275369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2184 - accuracy: 0.9193
2024-12-03 15:27:26.373115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:26.524905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2122 - accuracy: 0.9219
2024-12-03 15:27:26.630742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:26.753838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2034 - accuracy: 0.9297
2024-12-03 15:27:26.858947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:27.016672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2493 - accuracy: 0.9128
2024-12-03 15:27:27.117670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:27.224005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2464 - accuracy: 0.9141
2024-12-03 15:27:27.323982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:27.448742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2391 - accuracy: 0.9158
2024-12-03 15:27:27.608464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:27.716729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2375 - accuracy: 0.9128
2024-12-03 15:27:27.815603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:27.921154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2325 - accuracy: 0.9123
2024-12-03 15:27:28.026098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:28.135686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2190 - accuracy: 0.9170
2024-12-03 15:27:28.282337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:28.390215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2167 - accuracy: 0.9177
2024-12-03 15:27:28.488862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:28.603627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2146 - accuracy: 0.9199
2024-12-03 15:27:28.714018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:28.872761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2067 - accuracy: 0.9237
2024-12-03 15:27:28.974009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:29.092087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2096 - accuracy: 0.9219
2024-12-03 15:27:29.200492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:29.335120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2039 - accuracy: 0.9223
2024-12-03 15:27:29.439687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:29.540728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:29.638308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2002 - accuracy: 0.9245
2024-12-03 15:27:29.758651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:29.879382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.1944 - accuracy: 0.9266
2024-12-03 15:27:29.984985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:30.146035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1960 - accuracy: 0.9271
2024-12-03 15:27:30.245658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:30.373499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.1989 - accuracy: 0.9249
2024-12-03 15:27:30.491205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:30.608990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2105 - accuracy: 0.9190
2024-12-03 15:27:30.707117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:30.859069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2092 - accuracy: 0.9185
2024-12-03 15:27:30.957905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.068304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2063 - accuracy: 0.9201
2024-12-03 15:27:31.182563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.289761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.384098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2025 - accuracy: 0.9211
2024-12-03 15:27:31.527634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.626093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.722273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2010 - accuracy: 0.9214
2024-12-03 15:27:31.823990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:31.921751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:32.010054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2017 - accuracy: 0.9210
2024-12-03 15:27:32.110527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:32.207067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 125ms/step - loss: 0.2017 - accuracy: 0.9210 - val_loss: 0.6945 - val_accuracy: 0.7870
Epoch 63/100

2024-12-03 15:27:32.963804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.5231 - accuracy: 0.7656 
2024-12-03 15:27:33.187728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:33.344473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.3161 - accuracy: 0.8562
2024-12-03 15:27:33.443760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:33.545892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:33.642694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.2763 - accuracy: 0.8750
2024-12-03 15:27:33.761652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:33.881070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2382 - accuracy: 0.8924
2024-12-03 15:27:33.990490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:34.157833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.2348 - accuracy: 0.8949
2024-12-03 15:27:34.277499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:34.395140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.2189 - accuracy: 0.9038
2024-12-03 15:27:34.516652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:34.682720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2368 - accuracy: 0.9000
2024-12-03 15:27:34.793133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:34.916640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2406 - accuracy: 0.9045
2024-12-03 15:27:35.011789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:35.113222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:35.203892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2375 - accuracy: 0.9062
2024-12-03 15:27:35.316956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:35.424194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2371 - accuracy: 0.9062
2024-12-03 15:27:35.523048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:35.629663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2326 - accuracy: 0.9089
2024-12-03 15:27:35.725535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:35.839983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2767 - accuracy: 0.9051
2024-12-03 15:27:35.939343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:36.048642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.2740 - accuracy: 0.9051
2024-12-03 15:27:36.144668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:36.253740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2733 - accuracy: 0.9012
2024-12-03 15:27:36.410267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:36.510996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:36.601889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2702 - accuracy: 0.9006
2024-12-03 15:27:36.697140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:36.828782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2615 - accuracy: 0.9036
2024-12-03 15:27:36.958141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:37.131639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2509 - accuracy: 0.9071
2024-12-03 15:27:37.251671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:37.422773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2426 - accuracy: 0.9095
2024-12-03 15:27:37.538664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:37.667342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2419 - accuracy: 0.9101
2024-12-03 15:27:37.788901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:37.910821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2364 - accuracy: 0.9121
2024-12-03 15:27:38.032925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:38.209817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2357 - accuracy: 0.9125
2024-12-03 15:27:38.331147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:38.454130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2400 - accuracy: 0.9102
2024-12-03 15:27:38.591842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:38.730056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2436 - accuracy: 0.9088
2024-12-03 15:27:38.903063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:39.044151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2408 - accuracy: 0.9099
2024-12-03 15:27:39.174684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:39.301322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2474 - accuracy: 0.9080
2024-12-03 15:27:39.411682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:39.531817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2436 - accuracy: 0.9097
2024-12-03 15:27:39.641676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:39.800623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2375 - accuracy: 0.9122
2024-12-03 15:27:39.896223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:39.992172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:40.086287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2309 - accuracy: 0.9151
2024-12-03 15:27:40.179945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:40.274815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2244 - accuracy: 0.9180
2024-12-03 15:27:40.423089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:40.527156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 131ms/step - loss: 0.2244 - accuracy: 0.9180 - val_loss: 2.0466 - val_accuracy: 0.7360
Epoch 64/100

2024-12-03 15:27:41.297354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.3906 - accuracy: 0.8906 
2024-12-03 15:27:41.559544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:41.689550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.4489 - accuracy: 0.8672
2024-12-03 15:27:41.809855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:41.931321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3684 - accuracy: 0.8854
2024-12-03 15:27:42.057982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:42.177677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.3519 - accuracy: 0.8828
2024-12-03 15:27:42.284375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:42.403645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.3365 - accuracy: 0.8844
2024-12-03 15:27:42.506091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:42.664049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3107 - accuracy: 0.8984
2024-12-03 15:27:42.766324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:42.878244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2795 - accuracy: 0.9062
2024-12-03 15:27:42.977991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:43.094753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2664 - accuracy: 0.9082
2024-12-03 15:27:43.196654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:43.337172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2558 - accuracy: 0.9079
2024-12-03 15:27:43.447574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:43.555637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.2505 - accuracy: 0.9094
2024-12-03 15:27:43.653612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:43.759549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2519 - accuracy: 0.9062
2024-12-03 15:27:43.918451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:44.023018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2467 - accuracy: 0.9089
2024-12-03 15:27:44.129669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:44.241795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2446 - accuracy: 0.9087
2024-12-03 15:27:44.359183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:44.469756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2436 - accuracy: 0.9107
2024-12-03 15:27:44.571069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:44.720716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2400 - accuracy: 0.9125
2024-12-03 15:27:44.824256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:44.941708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2570 - accuracy: 0.9053
2024-12-03 15:27:45.042958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:45.146046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:45.241851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2497 - accuracy: 0.9071
2024-12-03 15:27:45.346295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:45.489860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2415 - accuracy: 0.9104
2024-12-03 15:27:45.598053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:45.705837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2443 - accuracy: 0.9095
2024-12-03 15:27:45.805650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:45.914845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2396 - accuracy: 0.9116
2024-12-03 15:27:46.021834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:46.144448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2339 - accuracy: 0.9128
2024-12-03 15:27:46.269499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:46.391384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2290 - accuracy: 0.9139
2024-12-03 15:27:46.524341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:46.693705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2214 - accuracy: 0.9169
2024-12-03 15:27:46.810773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:46.931139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2185 - accuracy: 0.9177
2024-12-03 15:27:47.037685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:47.191197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2146 - accuracy: 0.9191
2024-12-03 15:27:47.288401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:47.408879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2144 - accuracy: 0.9180
2024-12-03 15:27:47.511043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:47.677804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2232 - accuracy: 0.9157
2024-12-03 15:27:47.768143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:47.861303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:47.949556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2206 - accuracy: 0.9163
2024-12-03 15:27:48.036903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:48.127496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:48.222583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2154 - accuracy: 0.9185
2024-12-03 15:27:48.327181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:48.442363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2137 - accuracy: 0.9180
2024-12-03 15:27:48.537126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 125ms/step - loss: 0.2137 - accuracy: 0.9180 - val_loss: 0.5962 - val_accuracy: 0.8200
Epoch 65/100

2024-12-03 15:27:49.283729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.1644 - accuracy: 0.9375 
2024-12-03 15:27:49.500885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:49.622969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.1362 - accuracy: 0.9438
2024-12-03 15:27:49.721344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:49.824837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:49.916616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 5s - loss: 0.1857 - accuracy: 0.9330
2024-12-03 15:27:50.012091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:50.114743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 5s - loss: 0.1539 - accuracy: 0.9444
2024-12-03 15:27:50.227301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:50.342035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.1794 - accuracy: 0.9290
2024-12-03 15:27:50.444078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:50.554117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.1997 - accuracy: 0.9196
2024-12-03 15:27:50.653748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:50.761066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.1959 - accuracy: 0.9187
2024-12-03 15:27:50.858253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:51.006725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.2047 - accuracy: 0.9136
2024-12-03 15:27:51.110994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:51.228105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.1906 - accuracy: 0.9227
2024-12-03 15:27:51.340389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:51.506709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.1965 - accuracy: 0.9196
2024-12-03 15:27:51.613132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:51.725902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2033 - accuracy: 0.9171
2024-12-03 15:27:51.827654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:51.940837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2114 - accuracy: 0.9100
2024-12-03 15:27:52.049972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:52.201566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2117 - accuracy: 0.9109
2024-12-03 15:27:52.302767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:52.421504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2149 - accuracy: 0.9116
2024-12-03 15:27:52.530747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:52.691973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2133 - accuracy: 0.9103
2024-12-03 15:27:52.797277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:52.913455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2186 - accuracy: 0.9072
2024-12-03 15:27:53.015574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:53.115496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2159 - accuracy: 0.9080
2024-12-03 15:27:53.217792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:53.365467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2057 - accuracy: 0.9128
2024-12-03 15:27:53.482374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:53.587382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2023 - accuracy: 0.9143
2024-12-03 15:27:53.687070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:53.844290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2012 - accuracy: 0.9146
2024-12-03 15:27:53.943533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:54.061478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2038 - accuracy: 0.9155
2024-12-03 15:27:54.158894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:54.262542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:54.359182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2048 - accuracy: 0.9151
2024-12-03 15:27:54.461016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:54.625762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2033 - accuracy: 0.9158
2024-12-03 15:27:54.727662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:54.834787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2004 - accuracy: 0.9169
2024-12-03 15:27:54.934904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:55.041941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1994 - accuracy: 0.9189
2024-12-03 15:27:55.200592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:55.316491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1998 - accuracy: 0.9190
2024-12-03 15:27:55.420509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:55.535408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1978 - accuracy: 0.9213
2024-12-03 15:27:55.636377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:55.765901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1953 - accuracy: 0.9213
2024-12-03 15:27:55.882665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:56.005211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1972 - accuracy: 0.9203
2024-12-03 15:27:56.109654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:56.274639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1988 - accuracy: 0.9195
2024-12-03 15:27:56.394307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:56.515543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 128ms/step - loss: 0.1988 - accuracy: 0.9195 - val_loss: 0.6123 - val_accuracy: 0.8150
Epoch 66/100

2024-12-03 15:27:57.441498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2253 - accuracy: 0.9531 
2024-12-03 15:27:57.746518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:57.869642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1834 - accuracy: 0.9453
2024-12-03 15:27:57.988758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:58.156423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.1966 - accuracy: 0.9330
2024-12-03 15:27:58.262611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:58.372499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2357 - accuracy: 0.9102
2024-12-03 15:27:58.473916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:58.583353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2139 - accuracy: 0.9156
2024-12-03 15:27:58.754744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:58.866293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.2219 - accuracy: 0.9205
2024-12-03 15:27:58.992039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.2270 - accuracy: 0.9159
2024-12-03 15:27:59.204101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:59.340253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.2286 - accuracy: 0.9125
2024-12-03 15:27:59.456205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:59.579069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 6s - loss: 0.2267 - accuracy: 0.9099
2024-12-03 15:27:59.697671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:27:59.863222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2420 - accuracy: 0.9062
2024-12-03 15:27:59.970481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:00.099613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.2339 - accuracy: 0.9107
2024-12-03 15:28:00.227060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:00.412765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.2266 - accuracy: 0.9130
2024-12-03 15:28:00.536370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:00.669667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 5s - loss: 0.2225 - accuracy: 0.9150
2024-12-03 15:28:00.799436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:00.928075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2275 - accuracy: 0.9144
2024-12-03 15:28:01.091889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:01.228393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.3494 - accuracy: 0.8933
2024-12-03 15:28:01.345885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:01.469652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.3414 - accuracy: 0.8931
2024-12-03 15:28:01.625494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:01.750740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 4s - loss: 0.3323 - accuracy: 0.8939
2024-12-03 15:28:01.878233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:02.065752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.3242 - accuracy: 0.8964
2024-12-03 15:28:02.191607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:02.323764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.3146 - accuracy: 0.8986
2024-12-03 15:28:02.451525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:02.621346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.3022 - accuracy: 0.9030
2024-12-03 15:28:02.735761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:02.858258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2920 - accuracy: 0.9062
2024-12-03 15:28:02.983604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:03.157414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2848 - accuracy: 0.9084
2024-12-03 15:28:03.288295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:03.422820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2874 - accuracy: 0.9083
2024-12-03 15:28:03.550349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:03.683654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.2835 - accuracy: 0.9096
2024-12-03 15:28:03.846837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:03.978251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2808 - accuracy: 0.9101
2024-12-03 15:28:04.101403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:04.245353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2798 - accuracy: 0.9099
2024-12-03 15:28:04.351277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:04.460623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2727 - accuracy: 0.9121
2024-12-03 15:28:04.562516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:04.681818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.2675 - accuracy: 0.9131
2024-12-03 15:28:04.775725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:04.940538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2629 - accuracy: 0.9143
2024-12-03 15:28:05.039976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:05.140367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:05.233463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2627 - accuracy: 0.9141
2024-12-03 15:28:05.327223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:05.449021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2603 - accuracy: 0.9130
2024-12-03 15:28:05.556737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:05.672132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 140ms/step - loss: 0.2603 - accuracy: 0.9130 - val_loss: 0.4772 - val_accuracy: 0.8530
Epoch 67/100

2024-12-03 15:28:06.420372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.1104 - accuracy: 0.9531 
2024-12-03 15:28:06.660582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:06.783250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1237 - accuracy: 0.9531
2024-12-03 15:28:06.896558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:07.025387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1979 - accuracy: 0.9219
2024-12-03 15:28:07.124048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:07.278313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2085 - accuracy: 0.9258
2024-12-03 15:28:07.376104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:07.484363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2372 - accuracy: 0.9219
2024-12-03 15:28:07.604171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:07.759880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2142 - accuracy: 0.9271
2024-12-03 15:28:07.866432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:07.984086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2037 - accuracy: 0.9271
2024-12-03 15:28:08.077486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:08.176103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:08.269740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2060 - accuracy: 0.9283
2024-12-03 15:28:08.396479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:08.517048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2104 - accuracy: 0.9293
2024-12-03 15:28:08.612421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:08.727523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2200 - accuracy: 0.9256
2024-12-03 15:28:08.850514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:08.975641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2255 - accuracy: 0.9226
2024-12-03 15:28:09.132788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:09.264340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2199 - accuracy: 0.9225
2024-12-03 15:28:09.383702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:09.514162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2325 - accuracy: 0.9196
2024-12-03 15:28:09.689914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:09.796364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2306 - accuracy: 0.9192
2024-12-03 15:28:09.897907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:10.009356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2252 - accuracy: 0.9194
2024-12-03 15:28:10.130906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:10.256506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2234 - accuracy: 0.9223
2024-12-03 15:28:10.362776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:10.484813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2197 - accuracy: 0.9223
2024-12-03 15:28:10.601032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:10.715561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2203 - accuracy: 0.9215
2024-12-03 15:28:10.811521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:10.956062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2149 - accuracy: 0.9247
2024-12-03 15:28:11.064299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:11.176684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2132 - accuracy: 0.9253
2024-12-03 15:28:11.277084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:11.391579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2071 - accuracy: 0.9273
2024-12-03 15:28:11.494075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:11.644855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2054 - accuracy: 0.9271
2024-12-03 15:28:11.742064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:11.855162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2064 - accuracy: 0.9262
2024-12-03 15:28:11.958513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:12.067663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2161 - accuracy: 0.9228
2024-12-03 15:28:12.173336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:12.288500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2118 - accuracy: 0.9246
2024-12-03 15:28:12.401276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:12.563434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2102 - accuracy: 0.9248
2024-12-03 15:28:12.663956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:12.773953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2098 - accuracy: 0.9250
2024-12-03 15:28:12.870002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:12.974839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2083 - accuracy: 0.9243
2024-12-03 15:28:13.075464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:13.223484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2088 - accuracy: 0.9240
2024-12-03 15:28:13.321121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:13.425820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:13.519153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2051 - accuracy: 0.9244
2024-12-03 15:28:13.620380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:13.770546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 128ms/step - loss: 0.2045 - accuracy: 0.9245 - val_loss: 0.6701 - val_accuracy: 0.8300
Epoch 68/100
 1/63 [..............................] - ETA: 12s - loss: 0.1055 - accuracy: 0.9375
2024-12-03 15:28:14.559285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2674 - accuracy: 0.9062 
2024-12-03 15:28:14.763336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:14.886974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.4380 - accuracy: 0.8672
2024-12-03 15:28:15.054811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:15.187086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3263 - accuracy: 0.8958
2024-12-03 15:28:15.298666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:15.421039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2764 - accuracy: 0.9102
2024-12-03 15:28:15.523176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:15.634298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2473 - accuracy: 0.9187
2024-12-03 15:28:15.737058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:15.895554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2224 - accuracy: 0.9271
2024-12-03 15:28:15.995486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:16.105699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2507 - accuracy: 0.9219
2024-12-03 15:28:16.223548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:16.382350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2326 - accuracy: 0.9246
2024-12-03 15:28:16.480255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:16.586709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2278 - accuracy: 0.9253
2024-12-03 15:28:16.687017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:16.794123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.2417 - accuracy: 0.9182
2024-12-03 15:28:16.945410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:17.048733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:17.143773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2520 - accuracy: 0.9154
2024-12-03 15:28:17.250680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:17.353142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2481 - accuracy: 0.9162
2024-12-03 15:28:17.452823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:17.598897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2409 - accuracy: 0.9167
2024-12-03 15:28:17.707119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:17.816227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2374 - accuracy: 0.9170
2024-12-03 15:28:17.919470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:18.038023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2307 - accuracy: 0.9183
2024-12-03 15:28:18.186760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:18.320915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2242 - accuracy: 0.9186
2024-12-03 15:28:18.433347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:18.558365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2283 - accuracy: 0.9134
2024-12-03 15:28:18.685350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:18.854611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2217 - accuracy: 0.9153
2024-12-03 15:28:18.959370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:19.070736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2268 - accuracy: 0.9127
2024-12-03 15:28:19.166905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:19.271711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2227 - accuracy: 0.9146
2024-12-03 15:28:19.430498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:19.541029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2228 - accuracy: 0.9134
2024-12-03 15:28:19.640462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:19.751035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2203 - accuracy: 0.9139
2024-12-03 15:28:19.843786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:19.950668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2232 - accuracy: 0.9122
2024-12-03 15:28:20.074511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:20.235207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2253 - accuracy: 0.9120
2024-12-03 15:28:20.342272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:20.460856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2223 - accuracy: 0.9136
2024-12-03 15:28:20.581284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:20.747276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2207 - accuracy: 0.9145
2024-12-03 15:28:20.866668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:20.982998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2192 - accuracy: 0.9136
2024-12-03 15:28:21.080644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:21.189464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2210 - accuracy: 0.9139
2024-12-03 15:28:21.288708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:21.446994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2198 - accuracy: 0.9151
2024-12-03 15:28:21.541761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:21.640959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:21.734840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2128 - accuracy: 0.9185
2024-12-03 15:28:21.828615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:21.925799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 129ms/step - loss: 0.2128 - accuracy: 0.9185 - val_loss: 0.5588 - val_accuracy: 0.8580
Epoch 69/100

2024-12-03 15:28:22.735839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.3462 - accuracy: 0.8750 
2024-12-03 15:28:22.985522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:23.106399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.2557 - accuracy: 0.8984
2024-12-03 15:28:23.219623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:23.390658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.3391 - accuracy: 0.8646
2024-12-03 15:28:23.499043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:23.622684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.3212 - accuracy: 0.8672
2024-12-03 15:28:23.742569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:23.893407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.2714 - accuracy: 0.8807
2024-12-03 15:28:23.999058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:24.106710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2552 - accuracy: 0.8906
2024-12-03 15:28:24.204329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:24.308306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2341 - accuracy: 0.8996
2024-12-03 15:28:24.462993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:24.578049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2293 - accuracy: 0.9023
2024-12-03 15:28:24.684815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:24.799583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2297 - accuracy: 0.9013
2024-12-03 15:28:24.893753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:25.000896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:25.095399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2213 - accuracy: 0.9048
2024-12-03 15:28:25.214941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:25.328845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2168 - accuracy: 0.9076
2024-12-03 15:28:25.434332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:25.600138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2354 - accuracy: 0.9050
2024-12-03 15:28:25.709340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:25.828460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2339 - accuracy: 0.9039
2024-12-03 15:28:25.938775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:26.136689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2274 - accuracy: 0.9073
2024-12-03 15:28:26.283578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:26.423883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2234 - accuracy: 0.9073
2024-12-03 15:28:26.542879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:26.666528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2247 - accuracy: 0.9072
2024-12-03 15:28:26.802279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:26.916816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2233 - accuracy: 0.9071
2024-12-03 15:28:27.043052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:27.167735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2186 - accuracy: 0.9096
2024-12-03 15:28:27.285360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:27.450801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2138 - accuracy: 0.9135
2024-12-03 15:28:27.566259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:27.688752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2061 - accuracy: 0.9169
2024-12-03 15:28:27.804149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:27.962330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2161 - accuracy: 0.9172
2024-12-03 15:28:28.075021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:28.195992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2161 - accuracy: 0.9160
2024-12-03 15:28:28.298232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:28.412591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2234 - accuracy: 0.9149
2024-12-03 15:28:28.519422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:28.642144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2177 - accuracy: 0.9171
2024-12-03 15:28:28.800096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:28.916913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2138 - accuracy: 0.9191
2024-12-03 15:28:29.031420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:29.199682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2106 - accuracy: 0.9204
2024-12-03 15:28:29.303516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:29.423089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2124 - accuracy: 0.9210
2024-12-03 15:28:29.533917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:29.642279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2095 - accuracy: 0.9216
2024-12-03 15:28:29.775574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:29.884546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2044 - accuracy: 0.9237
2024-12-03 15:28:29.985942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:30.097288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2029 - accuracy: 0.9242
2024-12-03 15:28:30.192320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:30.343385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2008 - accuracy: 0.9250
2024-12-03 15:28:30.440317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 132ms/step - loss: 0.2008 - accuracy: 0.9250 - val_loss: 0.5044 - val_accuracy: 0.8500
Epoch 70/100

2024-12-03 15:28:31.191436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.3962 - accuracy: 0.8906 
2024-12-03 15:28:31.468304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:31.576973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 6s - loss: 0.3566 - accuracy: 0.8906
2024-12-03 15:28:31.676237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:31.783791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.2707 - accuracy: 0.9167
2024-12-03 15:28:31.890584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:32.048357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2517 - accuracy: 0.9219
2024-12-03 15:28:32.146856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:32.251549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2343 - accuracy: 0.9219
2024-12-03 15:28:32.359711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:32.496578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2121 - accuracy: 0.9297
2024-12-03 15:28:32.595786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:32.709291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2636 - accuracy: 0.9152
2024-12-03 15:28:32.830417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:32.948006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2730 - accuracy: 0.9082
2024-12-03 15:28:33.062993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:33.217502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2623 - accuracy: 0.9097
2024-12-03 15:28:33.344967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:33.482606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2481 - accuracy: 0.9141
2024-12-03 15:28:33.603150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:33.770900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2543 - accuracy: 0.9119
2024-12-03 15:28:33.894950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:34.032604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2436 - accuracy: 0.9167
2024-12-03 15:28:34.156784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:34.336647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2384 - accuracy: 0.9195
2024-12-03 15:28:34.457679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:34.585505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2300 - accuracy: 0.9208
2024-12-03 15:28:34.708791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:34.877917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2316 - accuracy: 0.9229
2024-12-03 15:28:34.999173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:35.128047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2315 - accuracy: 0.9229
2024-12-03 15:28:35.248704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:35.427438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2316 - accuracy: 0.9228
2024-12-03 15:28:35.547290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:35.678496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2261 - accuracy: 0.9227
2024-12-03 15:28:35.804972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:35.931375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2226 - accuracy: 0.9243
2024-12-03 15:28:36.098808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:36.231223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2228 - accuracy: 0.9234
2024-12-03 15:28:36.360970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:36.506240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2206 - accuracy: 0.9249
2024-12-03 15:28:36.623202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:36.746332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2131 - accuracy: 0.9276
2024-12-03 15:28:36.866438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:37.035388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2141 - accuracy: 0.9260
2024-12-03 15:28:37.151444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:37.269037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2117 - accuracy: 0.9264
2024-12-03 15:28:37.392605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:37.553018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2245 - accuracy: 0.9225
2024-12-03 15:28:37.665477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:37.793301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2271 - accuracy: 0.9213
2024-12-03 15:28:37.918592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:38.086332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2208 - accuracy: 0.9236
2024-12-03 15:28:38.207716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:38.331753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.2169 - accuracy: 0.9247
2024-12-03 15:28:38.434551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:38.568456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2168 - accuracy: 0.9235
2024-12-03 15:28:38.684898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:38.800082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2145 - accuracy: 0.9245
2024-12-03 15:28:38.903838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:39.022544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2111 - accuracy: 0.9259
2024-12-03 15:28:39.135057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:39.300256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 140ms/step - loss: 0.2172 - accuracy: 0.9255 - val_loss: 0.5574 - val_accuracy: 0.8430
Epoch 71/100

2024-12-03 15:28:40.134368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 11s - loss: 0.2319 - accuracy: 0.8750
2024-12-03 15:28:40.382043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:40.561593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1658 - accuracy: 0.9141
2024-12-03 15:28:40.669406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:40.798236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1734 - accuracy: 0.9219
2024-12-03 15:28:40.909554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:41.072665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1933 - accuracy: 0.9102
2024-12-03 15:28:41.178940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:41.295978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.1908 - accuracy: 0.9156
2024-12-03 15:28:41.397662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:41.507202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1960 - accuracy: 0.9193
2024-12-03 15:28:41.610526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:41.763087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2146 - accuracy: 0.9085
2024-12-03 15:28:41.861492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:41.967925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.1982 - accuracy: 0.9160
2024-12-03 15:28:42.068376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:42.177568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1998 - accuracy: 0.9184
2024-12-03 15:28:42.275655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:42.418478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.1918 - accuracy: 0.9226
2024-12-03 15:28:42.523771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:42.630893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.1909 - accuracy: 0.9233
2024-12-03 15:28:42.725501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:42.842338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.1922 - accuracy: 0.9219
2024-12-03 15:28:43.002815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:43.116790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1869 - accuracy: 0.9231
2024-12-03 15:28:43.224696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:43.409494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1868 - accuracy: 0.9230
2024-12-03 15:28:43.520426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:43.641781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1975 - accuracy: 0.9198
2024-12-03 15:28:43.756382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:43.905992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1909 - accuracy: 0.9229
2024-12-03 15:28:44.021214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:44.157299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1858 - accuracy: 0.9237
2024-12-03 15:28:44.283071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:44.451857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1811 - accuracy: 0.9253
2024-12-03 15:28:44.563801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:44.695490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1758 - accuracy: 0.9285
2024-12-03 15:28:44.815758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:44.985458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1800 - accuracy: 0.9273
2024-12-03 15:28:45.103005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:45.227556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1814 - accuracy: 0.9278
2024-12-03 15:28:45.353114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:45.502267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1784 - accuracy: 0.9283
2024-12-03 15:28:45.617178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:45.738312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1811 - accuracy: 0.9273
2024-12-03 15:28:45.857858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:46.028240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1814 - accuracy: 0.9277
2024-12-03 15:28:46.143055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:46.262430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1787 - accuracy: 0.9287
2024-12-03 15:28:46.375413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:46.542303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1787 - accuracy: 0.9285
2024-12-03 15:28:46.669983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:46.799081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1753 - accuracy: 0.9288
2024-12-03 15:28:46.914855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:47.061164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1827 - accuracy: 0.9269
2024-12-03 15:28:47.167009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:47.289987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1791 - accuracy: 0.9283
2024-12-03 15:28:47.404050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:47.534747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1773 - accuracy: 0.9292
2024-12-03 15:28:47.649194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:47.807050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1729 - accuracy: 0.9300
2024-12-03 15:28:47.918867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:48.049060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 139ms/step - loss: 0.1729 - accuracy: 0.9300 - val_loss: 0.5516 - val_accuracy: 0.8690
Epoch 72/100

2024-12-03 15:28:49.008165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.0932 - accuracy: 0.9531 
2024-12-03 15:28:49.278613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:49.402647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1744 - accuracy: 0.9297
2024-12-03 15:28:49.519615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:49.654581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 6s - loss: 0.1748 - accuracy: 0.9271
2024-12-03 15:28:49.769147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:49.886366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.1703 - accuracy: 0.9219
2024-12-03 15:28:49.993749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:50.123050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 5s - loss: 0.2398 - accuracy: 0.9062
2024-12-03 15:28:50.223825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:50.334302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2510 - accuracy: 0.9010
2024-12-03 15:28:50.426164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:50.525609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2410 - accuracy: 0.9040
2024-12-03 15:28:50.659749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:50.779815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.2391 - accuracy: 0.9043
2024-12-03 15:28:50.888416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:51.005546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2202 - accuracy: 0.9132
2024-12-03 15:28:51.118967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:51.262823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2418 - accuracy: 0.9016
2024-12-03 15:28:51.376132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:51.497034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2559 - accuracy: 0.8963
2024-12-03 15:28:51.616207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:51.779225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2535 - accuracy: 0.8945
2024-12-03 15:28:51.894867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:52.015394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2586 - accuracy: 0.8978
2024-12-03 15:28:52.123331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:52.264450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2589 - accuracy: 0.8962
2024-12-03 15:28:52.382207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:52.499801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2525 - accuracy: 0.9010
2024-12-03 15:28:52.615659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:52.768416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2437 - accuracy: 0.9033
2024-12-03 15:28:52.881865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:53.008503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2379 - accuracy: 0.9035
2024-12-03 15:28:53.127446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:53.250372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2341 - accuracy: 0.9045
2024-12-03 15:28:53.394562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:53.514031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2275 - accuracy: 0.9071
2024-12-03 15:28:53.620103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:53.741787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2284 - accuracy: 0.9070
2024-12-03 15:28:53.848970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.002697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2250 - accuracy: 0.9084
2024-12-03 15:28:54.105258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.212956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.306750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2211 - accuracy: 0.9104
2024-12-03 15:28:54.410300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.559148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2153 - accuracy: 0.9141
2024-12-03 15:28:54.659670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.758587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:54.850693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2126 - accuracy: 0.9144
2024-12-03 15:28:54.948891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.086109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2105 - accuracy: 0.9165
2024-12-03 15:28:55.197062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.307750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2042 - accuracy: 0.9182
2024-12-03 15:28:55.402888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.504827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.600285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1997 - accuracy: 0.9208
2024-12-03 15:28:55.702611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.806922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:55.900200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2030 - accuracy: 0.9211
2024-12-03 15:28:56.045278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:56.141060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:56.226695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2026 - accuracy: 0.9205
2024-12-03 15:28:56.313784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 125ms/step - loss: 0.2026 - accuracy: 0.9205 - val_loss: 0.5808 - val_accuracy: 0.8500
Epoch 73/100

2024-12-03 15:28:57.051763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.3050 - accuracy: 0.8906 
2024-12-03 15:28:57.266662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:57.390128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.3031 - accuracy: 0.8828
2024-12-03 15:28:57.499735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:57.630970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.2187 - accuracy: 0.9152
2024-12-03 15:28:57.730094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:57.836279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2205 - accuracy: 0.9141
2024-12-03 15:28:57.937712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:58.054770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2472 - accuracy: 0.9094
2024-12-03 15:28:58.167278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:58.325674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2340 - accuracy: 0.9089
2024-12-03 15:28:58.425681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:58.538119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2138 - accuracy: 0.9187
2024-12-03 15:28:58.633716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:58.734503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:58.830208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2147 - accuracy: 0.9173
2024-12-03 15:28:58.926309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.039976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 4s - loss: 0.2076 - accuracy: 0.9187
2024-12-03 15:28:59.138630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.242832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2166 - accuracy: 0.9148
2024-12-03 15:28:59.340784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.440333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.537466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2259 - accuracy: 0.9125
2024-12-03 15:28:59.646862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.748573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2249 - accuracy: 0.9135
2024-12-03 15:28:59.857370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:28:59.977434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.2257 - accuracy: 0.9141
2024-12-03 15:29:00.096430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:00.229344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.2216 - accuracy: 0.9146
2024-12-03 15:29:00.341281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:00.459051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2206 - accuracy: 0.9160
2024-12-03 15:29:00.564520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:00.674380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2158 - accuracy: 0.9191
2024-12-03 15:29:00.775440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:00.927400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 2s - loss: 0.2096 - accuracy: 0.9210
2024-12-03 15:29:01.030765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:01.143179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2097 - accuracy: 0.9211
2024-12-03 15:29:01.239614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:01.355767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2167 - accuracy: 0.9187
2024-12-03 15:29:01.461718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:01.581345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2139 - accuracy: 0.9204
2024-12-03 15:29:01.691959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:01.822402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2113 - accuracy: 0.9212
2024-12-03 15:29:01.932366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:02.058311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.2061 - accuracy: 0.9226
2024-12-03 15:29:02.167817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:02.346588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.2030 - accuracy: 0.9238
2024-12-03 15:29:02.451943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:02.581002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2024 - accuracy: 0.9244
2024-12-03 15:29:02.705277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:02.879389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2037 - accuracy: 0.9237
2024-12-03 15:29:02.998794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:03.121350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.2023 - accuracy: 0.9236
2024-12-03 15:29:03.236575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:03.377625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1970 - accuracy: 0.9258
2024-12-03 15:29:03.482848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:03.595839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1930 - accuracy: 0.9273
2024-12-03 15:29:03.696171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:03.806192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1934 - accuracy: 0.9271
2024-12-03 15:29:03.915219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:04.064257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1915 - accuracy: 0.9290
2024-12-03 15:29:04.175162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:04.292513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 127ms/step - loss: 0.1915 - accuracy: 0.9290 - val_loss: 0.6694 - val_accuracy: 0.8590
Epoch 74/100

2024-12-03 15:29:05.169594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.2268 - accuracy: 0.8750 
2024-12-03 15:29:05.542645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:05.701630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1748 - accuracy: 0.9141
2024-12-03 15:29:05.834069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:05.985975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 9s - loss: 0.1603 - accuracy: 0.9219
2024-12-03 15:29:06.151225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:06.332241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 8s - loss: 0.1412 - accuracy: 0.9336
2024-12-03 15:29:06.449189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:06.621734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1441 - accuracy: 0.9312
2024-12-03 15:29:06.731132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:06.851103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 7s - loss: 0.1523 - accuracy: 0.9323
2024-12-03 15:29:06.967581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:07.124516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1978 - accuracy: 0.9263
2024-12-03 15:29:07.233470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:07.352749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1792 - accuracy: 0.9336
2024-12-03 15:29:07.465495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:07.630071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 6s - loss: 0.1732 - accuracy: 0.9340
2024-12-03 15:29:07.733593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:07.848791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1858 - accuracy: 0.9297
2024-12-03 15:29:07.960229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:08.077418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1959 - accuracy: 0.9280
2024-12-03 15:29:08.215335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:08.326012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2063 - accuracy: 0.9237
2024-12-03 15:29:08.425841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:08.531319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2140 - accuracy: 0.9207
2024-12-03 15:29:08.630675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:08.760375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2139 - accuracy: 0.9192
2024-12-03 15:29:08.863069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:08.967622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2115 - accuracy: 0.9187
2024-12-03 15:29:09.072759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:09.192446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2113 - accuracy: 0.9170
2024-12-03 15:29:09.365810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:09.485959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2088 - accuracy: 0.9182
2024-12-03 15:29:09.603102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:09.729170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2112 - accuracy: 0.9158
2024-12-03 15:29:09.852454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:10.023074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2064 - accuracy: 0.9169
2024-12-03 15:29:10.140416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:10.268318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2019 - accuracy: 0.9195
2024-12-03 15:29:10.385293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:10.542421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2005 - accuracy: 0.9189
2024-12-03 15:29:10.671235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:10.800433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1954 - accuracy: 0.9205
2024-12-03 15:29:10.922897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:11.090026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1906 - accuracy: 0.9219
2024-12-03 15:29:11.212528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:11.349777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1868 - accuracy: 0.9232
2024-12-03 15:29:11.473908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:11.627925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1907 - accuracy: 0.9225
2024-12-03 15:29:11.743520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:11.869956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1945 - accuracy: 0.9207
2024-12-03 15:29:12.000710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.141205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1977 - accuracy: 0.9205
2024-12-03 15:29:12.249295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.342976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.432000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1915 - accuracy: 0.9219
2024-12-03 15:29:12.522879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.626990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.717557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2026 - accuracy: 0.9177
2024-12-03 15:29:12.815302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:12.966576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2058 - accuracy: 0.9165
2024-12-03 15:29:13.071335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:13.193712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 137ms/step - loss: 0.2058 - accuracy: 0.9165 - val_loss: 0.5087 - val_accuracy: 0.8500
Epoch 75/100

2024-12-03 15:29:14.044858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.1624 - accuracy: 0.9219 
2024-12-03 15:29:14.404892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:14.551712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1357 - accuracy: 0.9375
2024-12-03 15:29:14.680015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:14.833653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1853 - accuracy: 0.9115
2024-12-03 15:29:14.953528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:15.083079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1712 - accuracy: 0.9180
2024-12-03 15:29:15.206141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:15.337334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1587 - accuracy: 0.9281
2024-12-03 15:29:15.460928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:15.594254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1525 - accuracy: 0.9349
2024-12-03 15:29:15.720068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:15.891492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1694 - accuracy: 0.9263
2024-12-03 15:29:16.007329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:16.133636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1615 - accuracy: 0.9277
2024-12-03 15:29:16.256520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:16.385874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1566 - accuracy: 0.9306
2024-12-03 15:29:16.500420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:16.661793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1561 - accuracy: 0.9328
2024-12-03 15:29:16.783700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:16.904156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.1742 - accuracy: 0.9233
2024-12-03 15:29:17.014177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:17.132686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.1774 - accuracy: 0.9219
2024-12-03 15:29:17.241713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:17.398083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1734 - accuracy: 0.9243
2024-12-03 15:29:17.506392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:17.624292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1728 - accuracy: 0.9241
2024-12-03 15:29:17.735166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:17.883362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1734 - accuracy: 0.9240
2024-12-03 15:29:17.991626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.101477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1768 - accuracy: 0.9229
2024-12-03 15:29:18.209511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.328970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.1729 - accuracy: 0.9259
2024-12-03 15:29:18.424692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.526428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.618787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1711 - accuracy: 0.9243
2024-12-03 15:29:18.744870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.850807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:18.948270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1676 - accuracy: 0.9266
2024-12-03 15:29:19.073068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:19.193346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1622 - accuracy: 0.9286
2024-12-03 15:29:19.359467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:19.505820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1717 - accuracy: 0.9276
2024-12-03 15:29:19.618624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:19.726980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1710 - accuracy: 0.9287
2024-12-03 15:29:19.832365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:19.952239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1669 - accuracy: 0.9303
2024-12-03 15:29:20.068356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:20.235315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1781 - accuracy: 0.9262
2024-12-03 15:29:20.354383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:20.477821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1884 - accuracy: 0.9243
2024-12-03 15:29:20.603385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:20.744454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1877 - accuracy: 0.9242
2024-12-03 15:29:20.919535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:21.027896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1842 - accuracy: 0.9249
2024-12-03 15:29:21.125494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:21.224980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:21.315493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1825 - accuracy: 0.9260
2024-12-03 15:29:21.405510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:21.509905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1833 - accuracy: 0.9257
2024-12-03 15:29:21.607796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:21.721420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1829 - accuracy: 0.9265
2024-12-03 15:29:21.814503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 132ms/step - loss: 0.1829 - accuracy: 0.9265 - val_loss: 0.5575 - val_accuracy: 0.8640
Epoch 76/100
 1/63 [..............................] - ETA: 12s - loss: 0.2517 - accuracy: 0.9062
2024-12-03 15:29:22.568238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2260 - accuracy: 0.8906 
2024-12-03 15:29:22.769049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:22.893193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.2358 - accuracy: 0.9062
2024-12-03 15:29:23.024652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.156862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.2302 - accuracy: 0.8973
2024-12-03 15:29:23.253605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.361760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.453223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.2192 - accuracy: 0.8993
2024-12-03 15:29:23.562135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.671975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 5s - loss: 0.2285 - accuracy: 0.8958
2024-12-03 15:29:23.771182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.874742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:23.965604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 5s - loss: 0.2304 - accuracy: 0.8996
2024-12-03 15:29:24.067980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:24.194754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 4s - loss: 0.2111 - accuracy: 0.9099
2024-12-03 15:29:24.289602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:24.394770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:24.486913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 4s - loss: 0.2111 - accuracy: 0.9112
2024-12-03 15:29:24.608354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:24.725409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2069 - accuracy: 0.9105
2024-12-03 15:29:24.830859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:24.945588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2131 - accuracy: 0.9076
2024-12-03 15:29:25.037921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:25.174563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.3069 - accuracy: 0.8930
2024-12-03 15:29:25.280337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:25.380907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.3081 - accuracy: 0.8900
2024-12-03 15:29:25.483024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:25.633822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.3012 - accuracy: 0.8885
2024-12-03 15:29:25.743927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:25.855017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2930 - accuracy: 0.8921
2024-12-03 15:29:25.954530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:26.123867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2827 - accuracy: 0.8934
2024-12-03 15:29:26.248591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:26.356755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2783 - accuracy: 0.8946
2024-12-03 15:29:26.455126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:26.584465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 2s - loss: 0.2719 - accuracy: 0.8978
2024-12-03 15:29:26.722213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:26.858649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2677 - accuracy: 0.8966
2024-12-03 15:29:26.960424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:27.071226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2571 - accuracy: 0.9017
2024-12-03 15:29:27.172357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:27.318942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2612 - accuracy: 0.9033
2024-12-03 15:29:27.447588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:27.571430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2608 - accuracy: 0.9021
2024-12-03 15:29:27.685833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:27.845673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2545 - accuracy: 0.9049
2024-12-03 15:29:27.962537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:28.082084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2480 - accuracy: 0.9069
2024-12-03 15:29:28.187028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:28.345124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2419 - accuracy: 0.9093
2024-12-03 15:29:28.460615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:28.587273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2355 - accuracy: 0.9116
2024-12-03 15:29:28.689421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:28.808705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2290 - accuracy: 0.9131
2024-12-03 15:29:28.935302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:29.037815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2229 - accuracy: 0.9156
2024-12-03 15:29:29.145701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:29.257144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2182 - accuracy: 0.9174
2024-12-03 15:29:29.356723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:29.459339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2134 - accuracy: 0.9194
2024-12-03 15:29:29.595964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:29.691085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:29.780654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 127ms/step - loss: 0.2138 - accuracy: 0.9195 - val_loss: 1.5289 - val_accuracy: 0.7610
Epoch 77/100
 1/63 [..............................] - ETA: 12s - loss: 1.0607 - accuracy: 0.7812
2024-12-03 15:29:30.622487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:30.819890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.5439 - accuracy: 0.8542
2024-12-03 15:29:30.935032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:31.045178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 6s - loss: 0.4143 - accuracy: 0.8813
2024-12-03 15:29:31.150795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:31.275800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.3502 - accuracy: 0.8884
2024-12-03 15:29:31.389226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:31.557482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.3306 - accuracy: 0.9028
2024-12-03 15:29:31.664800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:31.778894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.3161 - accuracy: 0.9119
2024-12-03 15:29:31.883114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:32.034781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.3076 - accuracy: 0.9087
2024-12-03 15:29:32.149478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:32.273079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.3026 - accuracy: 0.9083
2024-12-03 15:29:32.385782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:32.571018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2816 - accuracy: 0.9154
2024-12-03 15:29:32.681779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:32.798719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2725 - accuracy: 0.9141
2024-12-03 15:29:32.894873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:32.996928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:33.091442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2720 - accuracy: 0.9148
2024-12-03 15:29:33.205453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:33.320856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2647 - accuracy: 0.9141
2024-12-03 15:29:33.447289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:33.576845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2511 - accuracy: 0.9171
2024-12-03 15:29:33.687520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:33.829442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2389 - accuracy: 0.9208
2024-12-03 15:29:34.000993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:34.128723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2282 - accuracy: 0.9240
2024-12-03 15:29:34.241872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:34.361098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2233 - accuracy: 0.9238
2024-12-03 15:29:34.470302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:34.592719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2177 - accuracy: 0.9237
2024-12-03 15:29:34.741749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:34.863804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2180 - accuracy: 0.9227
2024-12-03 15:29:34.988368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:35.101618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2156 - accuracy: 0.9235
2024-12-03 15:29:35.202475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:35.318613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2179 - accuracy: 0.9234
2024-12-03 15:29:35.443529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:35.562740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2119 - accuracy: 0.9241
2024-12-03 15:29:35.683078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:35.799286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2064 - accuracy: 0.9254
2024-12-03 15:29:35.927711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:36.097197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2041 - accuracy: 0.9253
2024-12-03 15:29:36.252044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:36.385895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1998 - accuracy: 0.9271
2024-12-03 15:29:36.505615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:36.625342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1967 - accuracy: 0.9287
2024-12-03 15:29:36.729318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:36.844004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1910 - accuracy: 0.9310
2024-12-03 15:29:36.956862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:37.065074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1905 - accuracy: 0.9311
2024-12-03 15:29:37.163155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:37.268047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1867 - accuracy: 0.9319
2024-12-03 15:29:37.375377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:37.523603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1881 - accuracy: 0.9310
2024-12-03 15:29:37.636916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:37.759883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1887 - accuracy: 0.9323
2024-12-03 15:29:37.876476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:38.012764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1876 - accuracy: 0.9325
2024-12-03 15:29:38.131751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:38.254250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 135ms/step - loss: 0.1876 - accuracy: 0.9325 - val_loss: 0.6422 - val_accuracy: 0.8360
Epoch 78/100

2024-12-03 15:29:39.180062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 13s - loss: 0.1232 - accuracy: 0.9375
2024-12-03 15:29:39.493273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:39.649552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1166 - accuracy: 0.9531
2024-12-03 15:29:39.753791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:39.871550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.1614 - accuracy: 0.9427
2024-12-03 15:29:39.979407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:40.161018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1837 - accuracy: 0.9297
2024-12-03 15:29:40.266558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:40.383604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.1904 - accuracy: 0.9233
2024-12-03 15:29:40.483974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:40.589802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:40.683662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2157 - accuracy: 0.9085
2024-12-03 15:29:40.823870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:40.922179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2115 - accuracy: 0.9125
2024-12-03 15:29:41.028297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:41.150342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2016 - accuracy: 0.9173
2024-12-03 15:29:41.272742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:41.443664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.1863 - accuracy: 0.9243
2024-12-03 15:29:41.542386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:41.652344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.1874 - accuracy: 0.9271
2024-12-03 15:29:41.756176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:41.914771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2010 - accuracy: 0.9180
2024-12-03 15:29:42.019696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:42.129079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2024 - accuracy: 0.9162
2024-12-03 15:29:42.223535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:42.337435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.1981 - accuracy: 0.9190
2024-12-03 15:29:42.471585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:42.592800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.1954 - accuracy: 0.9181
2024-12-03 15:29:42.703858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:42.858287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.1967 - accuracy: 0.9183
2024-12-03 15:29:42.958409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:43.068875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2082 - accuracy: 0.9167
2024-12-03 15:29:43.176873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:43.307983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2061 - accuracy: 0.9170
2024-12-03 15:29:43.433043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:43.591914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2069 - accuracy: 0.9172
2024-12-03 15:29:43.719652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:43.874378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2162 - accuracy: 0.9151
2024-12-03 15:29:43.980262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:44.096229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2156 - accuracy: 0.9154
2024-12-03 15:29:44.194387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:44.352063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2117 - accuracy: 0.9157
2024-12-03 15:29:44.474000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:44.591975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2109 - accuracy: 0.9160
2024-12-03 15:29:44.694803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:44.819454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2077 - accuracy: 0.9182
2024-12-03 15:29:44.924653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:45.109188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.2001 - accuracy: 0.9206
2024-12-03 15:29:45.208020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:45.314580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:45.408651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.2002 - accuracy: 0.9219
2024-12-03 15:29:45.512132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:45.674302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1987 - accuracy: 0.9225
2024-12-03 15:29:45.789635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:45.909646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1951 - accuracy: 0.9241
2024-12-03 15:29:46.006323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:46.122290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1952 - accuracy: 0.9240
2024-12-03 15:29:46.220656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:46.330394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1943 - accuracy: 0.9240
2024-12-03 15:29:46.429371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:46.556527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1912 - accuracy: 0.9250
2024-12-03 15:29:46.655045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:46.774345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 131ms/step - loss: 0.1912 - accuracy: 0.9250 - val_loss: 0.4798 - val_accuracy: 0.8530
Epoch 79/100

2024-12-03 15:29:47.547837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 11s - loss: 0.1394 - accuracy: 0.9375
2024-12-03 15:29:47.864265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:48.013928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1374 - accuracy: 0.9375
2024-12-03 15:29:48.129879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:48.263827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.1605 - accuracy: 0.9271
2024-12-03 15:29:48.376987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:48.530291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1644 - accuracy: 0.9336
2024-12-03 15:29:48.646280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:48.764783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1805 - accuracy: 0.9312
2024-12-03 15:29:48.875855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:49.058308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2201 - accuracy: 0.9271
2024-12-03 15:29:49.170956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:49.295167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1981 - accuracy: 0.9330
2024-12-03 15:29:49.401464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:49.528350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1903 - accuracy: 0.9336
2024-12-03 15:29:49.672559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:49.791691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1987 - accuracy: 0.9323
2024-12-03 15:29:49.897459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:50.010136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2192 - accuracy: 0.9234
2024-12-03 15:29:50.110733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:50.231388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2185 - accuracy: 0.9219
2024-12-03 15:29:50.342249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:50.470885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2155 - accuracy: 0.9219
2024-12-03 15:29:50.596991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:50.710419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2059 - accuracy: 0.9243
2024-12-03 15:29:50.833431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:50.974507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1997 - accuracy: 0.9263
2024-12-03 15:29:51.087197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:51.203128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1884 - accuracy: 0.9312
2024-12-03 15:29:51.308361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:51.425664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1952 - accuracy: 0.9316
2024-12-03 15:29:51.528359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:51.693884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2074 - accuracy: 0.9283
2024-12-03 15:29:51.797406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:51.926187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2170 - accuracy: 0.9236
2024-12-03 15:29:52.036382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:52.162550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2113 - accuracy: 0.9268
2024-12-03 15:29:52.309365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:52.426745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2064 - accuracy: 0.9258
2024-12-03 15:29:52.535522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:52.662585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2074 - accuracy: 0.9263
2024-12-03 15:29:52.774622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:52.899938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2070 - accuracy: 0.9261
2024-12-03 15:29:53.055624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:53.179961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.2039 - accuracy: 0.9273
2024-12-03 15:29:53.303922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:53.453037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1987 - accuracy: 0.9284
2024-12-03 15:29:53.572545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:53.705981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1933 - accuracy: 0.9300
2024-12-03 15:29:53.821097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:53.991482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1902 - accuracy: 0.9310
2024-12-03 15:29:54.089306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.191187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.282917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.1919 - accuracy: 0.9312
2024-12-03 15:29:54.373305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.511130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1878 - accuracy: 0.9316
2024-12-03 15:29:54.615004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.707825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.794171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1819 - accuracy: 0.9339
2024-12-03 15:29:54.882571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:54.999968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1875 - accuracy: 0.9325
2024-12-03 15:29:55.093939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:55.197239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 131ms/step - loss: 0.1875 - accuracy: 0.9325 - val_loss: 0.5122 - val_accuracy: 0.8270
Epoch 80/100

2024-12-03 15:29:55.963132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.2345 - accuracy: 0.8750 
2024-12-03 15:29:56.174689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:56.347036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1922 - accuracy: 0.9141
2024-12-03 15:29:56.473989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:56.614055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.2080 - accuracy: 0.9219
2024-12-03 15:29:56.739653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:56.911280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1874 - accuracy: 0.9375
2024-12-03 15:29:57.019511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:57.134869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1791 - accuracy: 0.9406
2024-12-03 15:29:57.247448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:57.381496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1931 - accuracy: 0.9349
2024-12-03 15:29:57.493956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:57.669552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1864 - accuracy: 0.9353
2024-12-03 15:29:57.789916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:57.912441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1807 - accuracy: 0.9395
2024-12-03 15:29:58.023389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:58.181326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1694 - accuracy: 0.9410
2024-12-03 15:29:58.287594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:58.410568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1688 - accuracy: 0.9406
2024-12-03 15:29:58.512950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:58.622775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.1612 - accuracy: 0.9432
2024-12-03 15:29:58.725213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:58.843395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.1588 - accuracy: 0.9401
2024-12-03 15:29:58.984213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:59.103059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1805 - accuracy: 0.9327
2024-12-03 15:29:59.209694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:59.389066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1728 - accuracy: 0.9353
2024-12-03 15:29:59.509582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:59.641454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.1692 - accuracy: 0.9345
2024-12-03 15:29:59.752881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:59.856005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:29:59.954734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.1632 - accuracy: 0.9366
2024-12-03 15:30:00.085351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:00.196824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.1572 - accuracy: 0.9393
2024-12-03 15:30:00.316806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:00.445391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.1807 - accuracy: 0.9324
2024-12-03 15:30:00.558778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:00.707042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.1853 - accuracy: 0.9311
2024-12-03 15:30:00.831372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:00.948610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.1844 - accuracy: 0.9314
2024-12-03 15:30:01.070906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:01.188355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.1869 - accuracy: 0.9288
2024-12-03 15:30:01.340420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:01.468393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1867 - accuracy: 0.9285
2024-12-03 15:30:01.573793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:01.688777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.1862 - accuracy: 0.9289
2024-12-03 15:30:01.789888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:01.900934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.1820 - accuracy: 0.9305
2024-12-03 15:30:02.019823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:02.173021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1815 - accuracy: 0.9295
2024-12-03 15:30:02.288339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:02.407427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1823 - accuracy: 0.9281
2024-12-03 15:30:02.514270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:02.682062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.1791 - accuracy: 0.9295
2024-12-03 15:30:02.779348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:02.893061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1772 - accuracy: 0.9305
2024-12-03 15:30:02.989741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:03.097494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1799 - accuracy: 0.9306
2024-12-03 15:30:03.192893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:03.301901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1792 - accuracy: 0.9308
2024-12-03 15:30:03.460411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:03.581197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1779 - accuracy: 0.9310
2024-12-03 15:30:03.677328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 135ms/step - loss: 0.1779 - accuracy: 0.9310 - val_loss: 0.4848 - val_accuracy: 0.8450
Epoch 81/100

2024-12-03 15:30:04.554167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.1857 - accuracy: 0.9062 
2024-12-03 15:30:04.817770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:04.951853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1840 - accuracy: 0.9141
2024-12-03 15:30:05.105615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:05.223712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1561 - accuracy: 0.9271
2024-12-03 15:30:05.322767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:05.450363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.1912 - accuracy: 0.9180
2024-12-03 15:30:05.561745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:05.702975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.1999 - accuracy: 0.9125
2024-12-03 15:30:05.826270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:05.942055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2027 - accuracy: 0.9159
2024-12-03 15:30:06.038546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.142912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.234939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.1884 - accuracy: 0.9208
2024-12-03 15:30:06.338601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.479194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1893 - accuracy: 0.9219
2024-12-03 15:30:06.580908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.677548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.767380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.1885 - accuracy: 0.9182
2024-12-03 15:30:06.860124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:06.958567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:07.057201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.1844 - accuracy: 0.9171
2024-12-03 15:30:07.168357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:07.336075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.1860 - accuracy: 0.9175
2024-12-03 15:30:07.445521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:07.562658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.1826 - accuracy: 0.9190
2024-12-03 15:30:07.661825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:07.773788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.1810 - accuracy: 0.9213
2024-12-03 15:30:07.876907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:08.023163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1853 - accuracy: 0.9209
2024-12-03 15:30:08.123489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:08.226560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:08.321954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1915 - accuracy: 0.9200
2024-12-03 15:30:08.432556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:08.590528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1965 - accuracy: 0.9193
2024-12-03 15:30:08.697453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:08.826897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.1980 - accuracy: 0.9194
2024-12-03 15:30:08.924012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:09.069799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.1907 - accuracy: 0.9215
2024-12-03 15:30:09.175117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:09.277627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:09.376180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.1854 - accuracy: 0.9244
2024-12-03 15:30:09.490815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:09.642912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1833 - accuracy: 0.9264
2024-12-03 15:30:09.744909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:09.866215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.1790 - accuracy: 0.9282
2024-12-03 15:30:09.968113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:10.112374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.1811 - accuracy: 0.9292
2024-12-03 15:30:10.232939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:10.348052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1763 - accuracy: 0.9314
2024-12-03 15:30:10.450031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:10.575632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1802 - accuracy: 0.9316
2024-12-03 15:30:10.678444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:10.847347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.1781 - accuracy: 0.9330
2024-12-03 15:30:10.941485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:11.053449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1715 - accuracy: 0.9359
2024-12-03 15:30:11.154033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:11.262506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1702 - accuracy: 0.9364
2024-12-03 15:30:11.358970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:11.497034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1742 - accuracy: 0.9349
2024-12-03 15:30:11.611184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:11.720580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1711 - accuracy: 0.9360
2024-12-03 15:30:11.821524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 126ms/step - loss: 0.1711 - accuracy: 0.9360 - val_loss: 0.7647 - val_accuracy: 0.8470
Epoch 82/100
 1/63 [..............................] - ETA: 12s - loss: 0.1313 - accuracy: 0.9688
2024-12-03 15:30:12.650180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 6s - loss: 0.0972 - accuracy: 0.9688 
2024-12-03 15:30:12.851715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:12.964483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1906 - accuracy: 0.9297
2024-12-03 15:30:13.118990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:13.242464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2118 - accuracy: 0.9271
2024-12-03 15:30:13.345723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:13.533665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2424 - accuracy: 0.9141
2024-12-03 15:30:13.641311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:13.758944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2446 - accuracy: 0.9125
2024-12-03 15:30:13.856930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:13.966868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.2645 - accuracy: 0.9089
2024-12-03 15:30:14.069418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:14.188318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2516 - accuracy: 0.9152
2024-12-03 15:30:14.296495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:14.469685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.2212 - accuracy: 0.9246
2024-12-03 15:30:14.567846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:14.671500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:14.764961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.2619 - accuracy: 0.9161
2024-12-03 15:30:14.861416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:14.965591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2729 - accuracy: 0.9167
2024-12-03 15:30:15.073551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:15.199871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2648 - accuracy: 0.9167
2024-12-03 15:30:15.321475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:15.426427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.2642 - accuracy: 0.9162
2024-12-03 15:30:15.524901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:15.637640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.2522 - accuracy: 0.9201
2024-12-03 15:30:15.746247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:15.910051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2474 - accuracy: 0.9213
2024-12-03 15:30:16.006826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:16.121805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2362 - accuracy: 0.9254
2024-12-03 15:30:16.224260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:16.336456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2264 - accuracy: 0.9280
2024-12-03 15:30:16.442865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:16.604643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2177 - accuracy: 0.9304
2024-12-03 15:30:16.714747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:16.828385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2140 - accuracy: 0.9316
2024-12-03 15:30:16.931079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:17.041433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2231 - accuracy: 0.9311
2024-12-03 15:30:17.139414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:17.263572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2211 - accuracy: 0.9306
2024-12-03 15:30:17.382914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:17.505723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2194 - accuracy: 0.9317
2024-12-03 15:30:17.607081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:17.739813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2187 - accuracy: 0.9312
2024-12-03 15:30:17.859168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:17.981298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2131 - accuracy: 0.9322
2024-12-03 15:30:18.084788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:18.212945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2131 - accuracy: 0.9311
2024-12-03 15:30:18.313792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:18.484622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2140 - accuracy: 0.9301
2024-12-03 15:30:18.593567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:18.707354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2095 - accuracy: 0.9310
2024-12-03 15:30:18.811370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:18.924070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2064 - accuracy: 0.9318
2024-12-03 15:30:19.022084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:19.132033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2017 - accuracy: 0.9327
2024-12-03 15:30:19.265823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:19.369990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:19.462876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2104 - accuracy: 0.9292
2024-12-03 15:30:19.561124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:19.661946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2095 - accuracy: 0.9290
2024-12-03 15:30:19.804500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:19.922446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 126ms/step - loss: 0.2095 - accuracy: 0.9290 - val_loss: 0.6607 - val_accuracy: 0.8430
Epoch 83/100

2024-12-03 15:30:20.690734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.1248 - accuracy: 0.9062 
2024-12-03 15:30:20.976962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:21.105309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1616 - accuracy: 0.9141
2024-12-03 15:30:21.218978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:21.371017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1780 - accuracy: 0.9115
2024-12-03 15:30:21.477099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:21.595557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.1878 - accuracy: 0.9180
2024-12-03 15:30:21.695545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:21.807387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.1907 - accuracy: 0.9187
2024-12-03 15:30:21.911327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.050533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.1998 - accuracy: 0.9231
2024-12-03 15:30:22.161616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.267902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.360165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.2226 - accuracy: 0.9125
2024-12-03 15:30:22.461465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.582624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2190 - accuracy: 0.9149
2024-12-03 15:30:22.687275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.794976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:22.886521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.2222 - accuracy: 0.9092
2024-12-03 15:30:22.986032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.087080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.177047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2051 - accuracy: 0.9154
2024-12-03 15:30:23.340455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.443544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.534801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 3s - loss: 0.2161 - accuracy: 0.9132
2024-12-03 15:30:23.625033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.723303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:23.817541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 3s - loss: 0.2178 - accuracy: 0.9127
2024-12-03 15:30:23.918807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:24.074110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2249 - accuracy: 0.9113
2024-12-03 15:30:24.177761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:24.293202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2188 - accuracy: 0.9138
2024-12-03 15:30:24.391995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:24.517915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2124 - accuracy: 0.9152
2024-12-03 15:30:24.658521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:24.779783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.2017 - accuracy: 0.9202
2024-12-03 15:30:24.873899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:24.975711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:25.069598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2006 - accuracy: 0.9195
2024-12-03 15:30:25.197861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:25.317143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2042 - accuracy: 0.9182
2024-12-03 15:30:25.424095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:25.539045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2033 - accuracy: 0.9205
2024-12-03 15:30:25.634168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:25.791230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 1s - loss: 0.1963 - accuracy: 0.9226
2024-12-03 15:30:25.905353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:26.030966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1914 - accuracy: 0.9245
2024-12-03 15:30:26.152011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:26.311613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1859 - accuracy: 0.9262
2024-12-03 15:30:26.431473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:26.556254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1916 - accuracy: 0.9261
2024-12-03 15:30:26.693963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:26.820667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1873 - accuracy: 0.9282
2024-12-03 15:30:26.976117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:27.095425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1919 - accuracy: 0.9282
2024-12-03 15:30:27.193861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:27.301466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1897 - accuracy: 0.9294
2024-12-03 15:30:27.399146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:27.512336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1894 - accuracy: 0.9298
2024-12-03 15:30:27.634824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:27.741311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:27.832894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1870 - accuracy: 0.9305
2024-12-03 15:30:27.926705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 8s 126ms/step - loss: 0.1870 - accuracy: 0.9305 - val_loss: 0.5308 - val_accuracy: 0.8580
Epoch 84/100
 1/63 [..............................] - ETA: 12s - loss: 0.1947 - accuracy: 0.9062
2024-12-03 15:30:28.777828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.1924 - accuracy: 0.9062 
2024-12-03 15:30:28.983503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:29.124510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1761 - accuracy: 0.9062
2024-12-03 15:30:29.285689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:29.410087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1516 - accuracy: 0.9323
2024-12-03 15:30:29.510396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:29.650567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1561 - accuracy: 0.9414
2024-12-03 15:30:29.767798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:29.887144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.1808 - accuracy: 0.9406
2024-12-03 15:30:30.028979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:30.155509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1771 - accuracy: 0.9453
2024-12-03 15:30:30.259599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:30.375204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1813 - accuracy: 0.9420
2024-12-03 15:30:30.474121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:30.633119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.1733 - accuracy: 0.9434
2024-12-03 15:30:30.733190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:30.845206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1984 - accuracy: 0.9358
2024-12-03 15:30:30.949831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:31.066504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1956 - accuracy: 0.9344
2024-12-03 15:30:31.173909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:31.343543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2172 - accuracy: 0.9332
2024-12-03 15:30:31.445456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:31.556690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.2355 - accuracy: 0.9206
2024-12-03 15:30:31.661162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:31.777086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2336 - accuracy: 0.9207
2024-12-03 15:30:31.876379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:32.026876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2296 - accuracy: 0.9203
2024-12-03 15:30:32.140969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:32.246589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:32.337507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2266 - accuracy: 0.9214
2024-12-03 15:30:32.439939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:32.599426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.2207 - accuracy: 0.9223
2024-12-03 15:30:32.713188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:32.825785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.2364 - accuracy: 0.9196
2024-12-03 15:30:32.937660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:33.073737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2339 - accuracy: 0.9181
2024-12-03 15:30:33.246435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:33.362289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 2s - loss: 0.2297 - accuracy: 0.9183
2024-12-03 15:30:33.480354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:33.610041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.2282 - accuracy: 0.9177
2024-12-03 15:30:33.716120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:33.894382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2285 - accuracy: 0.9186
2024-12-03 15:30:34.003443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:34.126643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2290 - accuracy: 0.9187
2024-12-03 15:30:34.232628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:34.369285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 1s - loss: 0.2243 - accuracy: 0.9202
2024-12-03 15:30:34.527422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:34.672229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2240 - accuracy: 0.9216
2024-12-03 15:30:34.814965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:34.935200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2214 - accuracy: 0.9222
2024-12-03 15:30:35.040295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:35.179727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2235 - accuracy: 0.9228
2024-12-03 15:30:35.299621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:35.449969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 0s - loss: 0.2247 - accuracy: 0.9222
2024-12-03 15:30:35.562235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:35.684818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.2194 - accuracy: 0.9240
2024-12-03 15:30:35.817809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:35.923123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2215 - accuracy: 0.9227
2024-12-03 15:30:36.018607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:36.125919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2194 - accuracy: 0.9232
2024-12-03 15:30:36.309851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:36.429708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2158 - accuracy: 0.9240
2024-12-03 15:30:36.526694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 135ms/step - loss: 0.2158 - accuracy: 0.9240 - val_loss: 0.5654 - val_accuracy: 0.8690
Epoch 85/100

2024-12-03 15:30:37.361114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.0686 - accuracy: 0.9688 
2024-12-03 15:30:37.583431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:37.704951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1154 - accuracy: 0.9609
2024-12-03 15:30:37.819646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:38.006716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1057 - accuracy: 0.9583
2024-12-03 15:30:38.125709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:38.249021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.0929 - accuracy: 0.9648
2024-12-03 15:30:38.354440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:38.543300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1236 - accuracy: 0.9563
2024-12-03 15:30:38.651413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:38.770822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1290 - accuracy: 0.9557
2024-12-03 15:30:38.876494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:39.021470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1415 - accuracy: 0.9531
2024-12-03 15:30:39.130097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:39.240152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 5s - loss: 0.1522 - accuracy: 0.9453
2024-12-03 15:30:39.347428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:39.486140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1391 - accuracy: 0.9514
2024-12-03 15:30:39.601090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:39.720270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1360 - accuracy: 0.9516
2024-12-03 15:30:39.832518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:40.016126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.1451 - accuracy: 0.9489
2024-12-03 15:30:40.127664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:40.245290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.1559 - accuracy: 0.9466
2024-12-03 15:30:40.348185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:40.473926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1483 - accuracy: 0.9495
2024-12-03 15:30:40.583533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:40.755931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1530 - accuracy: 0.9487
2024-12-03 15:30:40.862591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:40.993956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1584 - accuracy: 0.9448
2024-12-03 15:30:41.101689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:41.251247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1558 - accuracy: 0.9463
2024-12-03 15:30:41.373204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:41.490695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1549 - accuracy: 0.9439
2024-12-03 15:30:41.587897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:41.702178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1635 - accuracy: 0.9418
2024-12-03 15:30:41.802064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:41.962507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1700 - accuracy: 0.9375
2024-12-03 15:30:42.074648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:42.213921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1777 - accuracy: 0.9367
2024-12-03 15:30:42.329465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:42.485155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1797 - accuracy: 0.9345
2024-12-03 15:30:42.590324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:42.701173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1812 - accuracy: 0.9332
2024-12-03 15:30:42.833437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:42.987540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.1794 - accuracy: 0.9355
2024-12-03 15:30:43.135491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:43.245132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1773 - accuracy: 0.9355
2024-12-03 15:30:43.342196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:43.449168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1722 - accuracy: 0.9369
2024-12-03 15:30:43.585213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:43.753842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1718 - accuracy: 0.9375
2024-12-03 15:30:43.872265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:43.985581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1689 - accuracy: 0.9387
2024-12-03 15:30:44.100371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:44.279475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1672 - accuracy: 0.9392
2024-12-03 15:30:44.383612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:44.492530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1734 - accuracy: 0.9391
2024-12-03 15:30:44.593887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:44.733826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1727 - accuracy: 0.9391
2024-12-03 15:30:44.840890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:44.949142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1739 - accuracy: 0.9395
2024-12-03 15:30:45.050542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:45.168612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 136ms/step - loss: 0.1739 - accuracy: 0.9395 - val_loss: 0.6819 - val_accuracy: 0.8370
Epoch 86/100

2024-12-03 15:30:46.004024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.1599 - accuracy: 0.9219 
2024-12-03 15:30:46.258817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:46.399497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2152 - accuracy: 0.9219
2024-12-03 15:30:46.554079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:46.666834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1726 - accuracy: 0.9427
2024-12-03 15:30:46.762342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:46.863617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 6s - loss: 0.2000 - accuracy: 0.9336
2024-12-03 15:30:46.972000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:47.091315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 6s - loss: 0.2176 - accuracy: 0.9312
2024-12-03 15:30:47.189227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:47.329229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 5s - loss: 0.2066 - accuracy: 0.9207
2024-12-03 15:30:47.424736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:47.525097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:47.621981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.1840 - accuracy: 0.9292
2024-12-03 15:30:47.736682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:47.900540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.1663 - accuracy: 0.9357
2024-12-03 15:30:48.009353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:48.124866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.1646 - accuracy: 0.9359
2024-12-03 15:30:48.223931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:48.338372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 4s - loss: 0.1766 - accuracy: 0.9315
2024-12-03 15:30:48.431510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:48.568595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 4s - loss: 0.1644 - accuracy: 0.9362
2024-12-03 15:30:48.670215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:48.770397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.1616 - accuracy: 0.9362
2024-12-03 15:30:48.877672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:48.979138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 3s - loss: 0.1623 - accuracy: 0.9375
2024-12-03 15:30:49.130235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:49.233001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:49.331165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 3s - loss: 0.1642 - accuracy: 0.9375
2024-12-03 15:30:49.457522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:49.622435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1778 - accuracy: 0.9346
2024-12-03 15:30:49.726829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:49.841329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1744 - accuracy: 0.9347
2024-12-03 15:30:49.939182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:50.059663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1727 - accuracy: 0.9349
2024-12-03 15:30:50.188030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:50.352125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 2s - loss: 0.1752 - accuracy: 0.9342
2024-12-03 15:30:50.467700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:50.587956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1774 - accuracy: 0.9336
2024-12-03 15:30:50.701099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:50.843589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1802 - accuracy: 0.9330
2024-12-03 15:30:51.004554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:51.132978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1818 - accuracy: 0.9311
2024-12-03 15:30:51.261781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:51.452298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1870 - accuracy: 0.9287
2024-12-03 15:30:51.581616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:51.708027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1805 - accuracy: 0.9316
2024-12-03 15:30:51.824897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:52.028504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1788 - accuracy: 0.9325
2024-12-03 15:30:52.146700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:52.268865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1905 - accuracy: 0.9297
2024-12-03 15:30:52.370945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:52.542589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1889 - accuracy: 0.9306
2024-12-03 15:30:52.640472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:52.772699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1847 - accuracy: 0.9325
2024-12-03 15:30:52.883660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:53.026979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1916 - accuracy: 0.9294
2024-12-03 15:30:53.138665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:53.259149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1879 - accuracy: 0.9312
2024-12-03 15:30:53.358869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:53.511012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1836 - accuracy: 0.9335
2024-12-03 15:30:53.612258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:53.718895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 135ms/step - loss: 0.1836 - accuracy: 0.9335 - val_loss: 0.5894 - val_accuracy: 0.8600
Epoch 87/100

2024-12-03 15:30:54.613350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 11s - loss: 0.0757 - accuracy: 0.9688
2024-12-03 15:30:54.861818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:55.043397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.0656 - accuracy: 0.9688
2024-12-03 15:30:55.152491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:55.279381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.0826 - accuracy: 0.9635
2024-12-03 15:30:55.392330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:55.568733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.0854 - accuracy: 0.9648
2024-12-03 15:30:55.672865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:55.802713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1437 - accuracy: 0.9438
2024-12-03 15:30:55.920557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:56.044744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1323 - accuracy: 0.9479
2024-12-03 15:30:56.192686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:56.319434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1774 - accuracy: 0.9330
2024-12-03 15:30:56.434937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:56.598441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1868 - accuracy: 0.9277
2024-12-03 15:30:56.709479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:56.830347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1991 - accuracy: 0.9219
2024-12-03 15:30:56.930072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:57.115396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1963 - accuracy: 0.9234
2024-12-03 15:30:57.231295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:57.358026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2179 - accuracy: 0.9134
2024-12-03 15:30:57.471961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:57.646752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.2059 - accuracy: 0.9206
2024-12-03 15:30:57.756223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:57.878468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2019 - accuracy: 0.9231
2024-12-03 15:30:57.983896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:58.146007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1943 - accuracy: 0.9263
2024-12-03 15:30:58.267434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:58.398367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1896 - accuracy: 0.9292
2024-12-03 15:30:58.508622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:58.670356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.1789 - accuracy: 0.9336
2024-12-03 15:30:58.783724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:58.907115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1734 - accuracy: 0.9338
2024-12-03 15:30:59.016832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:59.197856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1686 - accuracy: 0.9349
2024-12-03 15:30:59.312194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:59.437587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1691 - accuracy: 0.9350
2024-12-03 15:30:59.547327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:59.745996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.1681 - accuracy: 0.9344
2024-12-03 15:30:59.866309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:30:59.985322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1636 - accuracy: 0.9368
2024-12-03 15:31:00.099944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:00.221178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1620 - accuracy: 0.9382
2024-12-03 15:31:00.376263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:00.504211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1591 - accuracy: 0.9402
2024-12-03 15:31:00.617992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:00.773659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1573 - accuracy: 0.9401
2024-12-03 15:31:00.902506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:01.034187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1551 - accuracy: 0.9406
2024-12-03 15:31:01.147812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:01.266655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1541 - accuracy: 0.9417
2024-12-03 15:31:01.418896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:01.538191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1611 - accuracy: 0.9392
2024-12-03 15:31:01.644095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:01.795638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1739 - accuracy: 0.9364
2024-12-03 15:31:01.899245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:02.008634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1705 - accuracy: 0.9375
2024-12-03 15:31:02.109712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:02.279199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1673 - accuracy: 0.9385
2024-12-03 15:31:02.384938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:02.506074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1676 - accuracy: 0.9375
2024-12-03 15:31:02.599473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:02.699424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 139ms/step - loss: 0.1676 - accuracy: 0.9375 - val_loss: 0.9305 - val_accuracy: 0.8380
Epoch 88/100

2024-12-03 15:31:03.467603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.5249 - accuracy: 0.8750 
2024-12-03 15:31:03.718068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:03.837756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.2836 - accuracy: 0.9375
2024-12-03 15:31:03.941929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:04.116760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2122 - accuracy: 0.9479
2024-12-03 15:31:04.226898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:04.363097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1791 - accuracy: 0.9531
2024-12-03 15:31:04.517045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:04.662464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.1597 - accuracy: 0.9517
2024-12-03 15:31:04.772611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:04.881112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.1686 - accuracy: 0.9471
2024-12-03 15:31:04.974029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:05.073103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:05.171491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.1557 - accuracy: 0.9500
2024-12-03 15:31:05.349649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:05.468465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.1566 - accuracy: 0.9504
2024-12-03 15:31:05.588928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:05.725103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.1545 - accuracy: 0.9490
2024-12-03 15:31:05.859630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:06.011130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.1460 - accuracy: 0.9524
2024-12-03 15:31:06.115684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:06.238116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1605 - accuracy: 0.9457
2024-12-03 15:31:06.385094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:06.568926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.1560 - accuracy: 0.9463
2024-12-03 15:31:06.704251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:06.863629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.1531 - accuracy: 0.9479
2024-12-03 15:31:06.972532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:07.130132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.1783 - accuracy: 0.9440
2024-12-03 15:31:07.243484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:07.379371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.1806 - accuracy: 0.9415
2024-12-03 15:31:07.501485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:07.681160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.1886 - accuracy: 0.9384
2024-12-03 15:31:07.807333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:07.933066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.1854 - accuracy: 0.9393
2024-12-03 15:31:08.063397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:08.239035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.1842 - accuracy: 0.9400
2024-12-03 15:31:08.354143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:08.480762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.1793 - accuracy: 0.9415
2024-12-03 15:31:08.589933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:08.744102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 2s - loss: 0.1741 - accuracy: 0.9436
2024-12-03 15:31:08.857482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:08.983085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.1678 - accuracy: 0.9455
2024-12-03 15:31:09.093916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:09.225625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1702 - accuracy: 0.9444
2024-12-03 15:31:09.383997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:09.526778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.1647 - accuracy: 0.9461
2024-12-03 15:31:09.633381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:09.747352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.1666 - accuracy: 0.9439
2024-12-03 15:31:09.848034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:10.001269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1685 - accuracy: 0.9424
2024-12-03 15:31:10.122592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:10.252211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1771 - accuracy: 0.9399
2024-12-03 15:31:10.364946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:10.490006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1772 - accuracy: 0.9386
2024-12-03 15:31:10.634532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:10.749842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1783 - accuracy: 0.9375
2024-12-03 15:31:10.855756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:11.019464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1813 - accuracy: 0.9364
2024-12-03 15:31:11.128963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:11.246619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1812 - accuracy: 0.9360
2024-12-03 15:31:11.345039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:11.501728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1781 - accuracy: 0.9375
2024-12-03 15:31:11.609850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 142ms/step - loss: 0.1781 - accuracy: 0.9375 - val_loss: 0.5725 - val_accuracy: 0.8510
Epoch 89/100

2024-12-03 15:31:12.542208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 12s - loss: 0.1397 - accuracy: 0.9375
2024-12-03 15:31:12.830469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 10s - loss: 0.1271 - accuracy: 0.9479
2024-12-03 15:31:13.040160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:13.190448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 9s - loss: 0.1054 - accuracy: 0.9563 
2024-12-03 15:31:13.379179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:13.512794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 9s - loss: 0.1256 - accuracy: 0.9509
2024-12-03 15:31:13.649809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:13.829379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 8s - loss: 0.1321 - accuracy: 0.9514
2024-12-03 15:31:13.953978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:14.099453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 8s - loss: 0.1556 - accuracy: 0.9403
2024-12-03 15:31:14.270047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:14.424609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 7s - loss: 0.1598 - accuracy: 0.9423
2024-12-03 15:31:14.551161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:14.693261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 7s - loss: 0.1573 - accuracy: 0.9417
2024-12-03 15:31:14.823733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:15.001566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 6s - loss: 0.1542 - accuracy: 0.9412
2024-12-03 15:31:15.124614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:15.259874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 6s - loss: 0.1517 - accuracy: 0.9424
2024-12-03 15:31:15.389217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:15.590320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 6s - loss: 0.1610 - accuracy: 0.9375
2024-12-03 15:31:15.729804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:15.859181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 6s - loss: 0.1598 - accuracy: 0.9348
2024-12-03 15:31:15.988438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:16.154194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 5s - loss: 0.1613 - accuracy: 0.9350
2024-12-03 15:31:16.279381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:16.419545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 5s - loss: 0.1579 - accuracy: 0.9363
2024-12-03 15:31:16.544104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:16.735848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 5s - loss: 0.1531 - accuracy: 0.9397
2024-12-03 15:31:16.861921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:16.993736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.1518 - accuracy: 0.9415
2024-12-03 15:31:17.123463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:17.288076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 4s - loss: 0.1474 - accuracy: 0.9441
2024-12-03 15:31:17.418097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:17.549353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 4s - loss: 0.1432 - accuracy: 0.9464
2024-12-03 15:31:17.735579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:17.896282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.1438 - accuracy: 0.9468
2024-12-03 15:31:18.027754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:18.162546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.1424 - accuracy: 0.9487
2024-12-03 15:31:18.301321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:18.494492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 3s - loss: 0.1434 - accuracy: 0.9482
2024-12-03 15:31:18.617543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:18.749829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.1398 - accuracy: 0.9491
2024-12-03 15:31:18.881867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:19.079663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1491 - accuracy: 0.9479
2024-12-03 15:31:19.217613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:19.360257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.1581 - accuracy: 0.9448
2024-12-03 15:31:19.490030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:19.632587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 2s - loss: 0.1604 - accuracy: 0.9432
2024-12-03 15:31:19.797647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:19.930386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1594 - accuracy: 0.9430
2024-12-03 15:31:20.047816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:20.191658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1588 - accuracy: 0.9428
2024-12-03 15:31:20.369381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:20.505301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1562 - accuracy: 0.9438
2024-12-03 15:31:20.636207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:20.792280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1530 - accuracy: 0.9446
2024-12-03 15:31:20.902408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:21.022928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1492 - accuracy: 0.9460
2024-12-03 15:31:21.136095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:21.306943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1455 - accuracy: 0.9472
2024-12-03 15:31:21.423182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:21.551497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1424 - accuracy: 0.9485
2024-12-03 15:31:21.660683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 10s 158ms/step - loss: 0.1424 - accuracy: 0.9485 - val_loss: 0.7782 - val_accuracy: 0.8480
Epoch 90/100

2024-12-03 15:31:22.609431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.4882 - accuracy: 0.8594
2024-12-03 15:31:22.931862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:23.090282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 9s - loss: 0.3072 - accuracy: 0.9141
2024-12-03 15:31:23.233982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:23.377682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.4808 - accuracy: 0.8854
2024-12-03 15:31:23.554067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:23.688590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 8s - loss: 0.4768 - accuracy: 0.8828
2024-12-03 15:31:23.855157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:23.992998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.4224 - accuracy: 0.8938
2024-12-03 15:31:24.115735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:24.254209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 7s - loss: 0.3763 - accuracy: 0.8984
2024-12-03 15:31:24.378079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:24.560190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 7s - loss: 0.3853 - accuracy: 0.8951
2024-12-03 15:31:24.684569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:24.815835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.3531 - accuracy: 0.9043
2024-12-03 15:31:24.942062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:25.072613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 6s - loss: 0.3368 - accuracy: 0.9080
2024-12-03 15:31:25.215493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:25.354391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 6s - loss: 0.3129 - accuracy: 0.9141
2024-12-03 15:31:25.483035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:25.604737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2885 - accuracy: 0.9205
2024-12-03 15:31:25.738174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:25.866970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.2839 - accuracy: 0.9232
2024-12-03 15:31:25.982066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:26.168439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 5s - loss: 0.2669 - accuracy: 0.9267
2024-12-03 15:31:26.283340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:26.418496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2572 - accuracy: 0.9286
2024-12-03 15:31:26.551957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:26.743283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2429 - accuracy: 0.9323
2024-12-03 15:31:26.867417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:26.998362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.2395 - accuracy: 0.9297
2024-12-03 15:31:27.126384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:27.287799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 4s - loss: 0.2413 - accuracy: 0.9311
2024-12-03 15:31:27.402321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:27.544811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2361 - accuracy: 0.9314
2024-12-03 15:31:27.674792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2321 - accuracy: 0.9324
2024-12-03 15:31:27.878020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:27.993626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.2226 - accuracy: 0.9343
2024-12-03 15:31:28.114901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:28.259878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 3s - loss: 0.2150 - accuracy: 0.9352
2024-12-03 15:31:28.368031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:28.492947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2331 - accuracy: 0.9324
2024-12-03 15:31:28.607833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:28.786967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2272 - accuracy: 0.9326
2024-12-03 15:31:28.893103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:29.011710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.2242 - accuracy: 0.9328
2024-12-03 15:31:29.111516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:29.221146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2287 - accuracy: 0.9324
2024-12-03 15:31:29.321285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:29.487505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2234 - accuracy: 0.9338
2024-12-03 15:31:29.615494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:29.762617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2243 - accuracy: 0.9328
2024-12-03 15:31:29.931545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:30.058143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.2199 - accuracy: 0.9341
2024-12-03 15:31:30.188704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:30.309950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2147 - accuracy: 0.9348
2024-12-03 15:31:30.467545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:30.581416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.2121 - accuracy: 0.9349
2024-12-03 15:31:30.688766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:30.855116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2091 - accuracy: 0.9349
2024-12-03 15:31:30.959066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:31.070271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2058 - accuracy: 0.9360
2024-12-03 15:31:31.164941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 148ms/step - loss: 0.2058 - accuracy: 0.9360 - val_loss: 0.4957 - val_accuracy: 0.8740
Epoch 91/100

2024-12-03 15:31:32.077148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 11s - loss: 0.2473 - accuracy: 0.9062
2024-12-03 15:31:32.340810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:32.517568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1763 - accuracy: 0.9453
2024-12-03 15:31:32.629624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:32.777419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 7s - loss: 0.1739 - accuracy: 0.9375
2024-12-03 15:31:32.966459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:33.074889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1673 - accuracy: 0.9336
2024-12-03 15:31:33.174317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:33.289513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.3017 - accuracy: 0.9156
2024-12-03 15:31:33.394014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:33.543988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3697 - accuracy: 0.9089
2024-12-03 15:31:33.653931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:33.774892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 5s - loss: 0.3363 - accuracy: 0.9083
2024-12-03 15:31:33.867917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:33.975315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:34.066472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 5s - loss: 0.3157 - accuracy: 0.9118
2024-12-03 15:31:34.204394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:34.327117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2871 - accuracy: 0.9172
2024-12-03 15:31:34.440053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:34.544646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 4s - loss: 0.2829 - accuracy: 0.9162
2024-12-03 15:31:34.669905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:34.779947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 4s - loss: 0.2837 - accuracy: 0.9158
2024-12-03 15:31:34.873599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:35.005178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2708 - accuracy: 0.9171
2024-12-03 15:31:35.172785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:35.273538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:35.367922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2595 - accuracy: 0.9185
2024-12-03 15:31:35.470927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:35.621945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.2502 - accuracy: 0.9183
2024-12-03 15:31:35.724804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:35.834137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.2497 - accuracy: 0.9189
2024-12-03 15:31:35.926536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:36.030459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2432 - accuracy: 0.9200
2024-12-03 15:31:36.203808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:36.361625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2432 - accuracy: 0.9193
2024-12-03 15:31:36.540296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:36.705407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2409 - accuracy: 0.9202
2024-12-03 15:31:36.847438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:37.019731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.2329 - accuracy: 0.9219
2024-12-03 15:31:37.240836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:37.405480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2266 - accuracy: 0.9241
2024-12-03 15:31:37.534811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:37.672932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2194 - accuracy: 0.9261
2024-12-03 15:31:37.856434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:38.016228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2191 - accuracy: 0.9264
2024-12-03 15:31:38.138266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.2215 - accuracy: 0.9229
2024-12-03 15:31:38.370033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:38.511818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2179 - accuracy: 0.9235
2024-12-03 15:31:38.633512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:38.801895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2124 - accuracy: 0.9259
2024-12-03 15:31:38.926680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:39.093811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2056 - accuracy: 0.9281
2024-12-03 15:31:39.215477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:39.394580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1992 - accuracy: 0.9301
2024-12-03 15:31:39.513002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:39.638189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.2013 - accuracy: 0.9293
2024-12-03 15:31:39.741436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:39.862160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1972 - accuracy: 0.9301
2024-12-03 15:31:39.968478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:40.077659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1955 - accuracy: 0.9303
2024-12-03 15:31:40.190374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:40.355328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1920 - accuracy: 0.9315
2024-12-03 15:31:40.460896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 148ms/step - loss: 0.1920 - accuracy: 0.9315 - val_loss: 1.0374 - val_accuracy: 0.8300
Epoch 92/100

2024-12-03 15:31:41.506169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 8s - loss: 0.5213 - accuracy: 0.8594 
2024-12-03 15:31:41.746903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:41.925753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.3670 - accuracy: 0.8906
2024-12-03 15:31:42.042494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:42.166594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2885 - accuracy: 0.9062
2024-12-03 15:31:42.267125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:42.436809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.3332 - accuracy: 0.8958
2024-12-03 15:31:42.536403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:42.642847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:42.735984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.2872 - accuracy: 0.9062
2024-12-03 15:31:42.907244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:43.031662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.2606 - accuracy: 0.9159
2024-12-03 15:31:43.133059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:43.250263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.2399 - accuracy: 0.9208
2024-12-03 15:31:43.360072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:43.524659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.2101 - accuracy: 0.9288
2024-12-03 15:31:43.620710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:43.723414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:43.815978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2059 - accuracy: 0.9297
2024-12-03 15:31:43.983870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:44.124161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.1942 - accuracy: 0.9347
2024-12-03 15:31:44.251615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:44.417705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.1885 - accuracy: 0.9310
2024-12-03 15:31:44.525701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:44.720457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1861 - accuracy: 0.9339
2024-12-03 15:31:44.831038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:44.951233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1815 - accuracy: 0.9353
2024-12-03 15:31:45.080352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:45.266381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.1889 - accuracy: 0.9335
2024-12-03 15:31:45.367489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:45.477611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1914 - accuracy: 0.9307
2024-12-03 15:31:45.571300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:45.712837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1893 - accuracy: 0.9320
2024-12-03 15:31:45.854281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:45.978268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1817 - accuracy: 0.9349
2024-12-03 15:31:46.075139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:46.242082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1845 - accuracy: 0.9359
2024-12-03 15:31:46.336818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:46.448891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1814 - accuracy: 0.9359
2024-12-03 15:31:46.566735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:46.737567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1867 - accuracy: 0.9345
2024-12-03 15:31:46.853946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:46.985383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1809 - accuracy: 0.9361
2024-12-03 15:31:47.095423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:47.216207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1753 - accuracy: 0.9375
2024-12-03 15:31:47.328261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:47.493923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.1752 - accuracy: 0.9356
2024-12-03 15:31:47.589527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:47.691870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1735 - accuracy: 0.9362
2024-12-03 15:31:47.794219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:47.920311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1770 - accuracy: 0.9363
2024-12-03 15:31:48.095316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:48.211013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1729 - accuracy: 0.9375
2024-12-03 15:31:48.303810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:48.400127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:48.488668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1708 - accuracy: 0.9380
2024-12-03 15:31:48.627069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:48.726700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:48.821125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1677 - accuracy: 0.9391
2024-12-03 15:31:48.919123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:49.039771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1684 - accuracy: 0.9390
2024-12-03 15:31:49.137465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:49.239857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 134ms/step - loss: 0.1684 - accuracy: 0.9390 - val_loss: 1.2412 - val_accuracy: 0.8160
Epoch 93/100
 1/63 [..............................] - ETA: 12s - loss: 0.3841 - accuracy: 0.9062
2024-12-03 15:31:50.060560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:50.258820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 6s - loss: 0.1725 - accuracy: 0.9375
2024-12-03 15:31:50.361667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:50.470291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 7s - loss: 0.1839 - accuracy: 0.9312
2024-12-03 15:31:50.572326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:50.743489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 6s - loss: 0.1578 - accuracy: 0.9420
2024-12-03 15:31:50.853391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:50.980925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 6s - loss: 0.1727 - accuracy: 0.9375
2024-12-03 15:31:51.084803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:51.257887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 6s - loss: 0.1870 - accuracy: 0.9318
2024-12-03 15:31:51.360011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:51.483526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.1658 - accuracy: 0.9399
2024-12-03 15:31:51.597012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:51.747806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.1656 - accuracy: 0.9417
2024-12-03 15:31:51.871897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:52.073389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 6s - loss: 0.1620 - accuracy: 0.9393
2024-12-03 15:31:52.199006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:52.367268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.1817 - accuracy: 0.9375
2024-12-03 15:31:52.476764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:52.600763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.1780 - accuracy: 0.9375
2024-12-03 15:31:52.709404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:52.862200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1885 - accuracy: 0.9334
2024-12-03 15:31:52.962922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:53.074784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.1818 - accuracy: 0.9337
2024-12-03 15:31:53.177851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:53.301127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.1825 - accuracy: 0.9352
2024-12-03 15:31:53.468650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:53.594091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1758 - accuracy: 0.9354
2024-12-03 15:31:53.688049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:53.793742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 3s - loss: 0.1749 - accuracy: 0.9355
2024-12-03 15:31:53.892863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:53.990305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 3s - loss: 0.1736 - accuracy: 0.9366
2024-12-03 15:31:54.149233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:54.280554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.1702 - accuracy: 0.9375
2024-12-03 15:31:54.385122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:54.493911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1745 - accuracy: 0.9367
2024-12-03 15:31:54.633007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:54.734942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:54.830346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1713 - accuracy: 0.9375
2024-12-03 15:31:54.952990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:55.087302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1790 - accuracy: 0.9360
2024-12-03 15:31:55.190417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:55.306566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1759 - accuracy: 0.9382
2024-12-03 15:31:55.416874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:55.532959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1772 - accuracy: 0.9368
2024-12-03 15:31:55.637228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:55.767010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1723 - accuracy: 0.9382
2024-12-03 15:31:55.879936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:56.072674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1685 - accuracy: 0.9394
2024-12-03 15:31:56.204941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:56.374137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1702 - accuracy: 0.9381
2024-12-03 15:31:56.524675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:56.674184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1732 - accuracy: 0.9375
2024-12-03 15:31:56.793515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:56.965020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1692 - accuracy: 0.9381
2024-12-03 15:31:57.076007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:57.213845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1683 - accuracy: 0.9391
2024-12-03 15:31:57.370676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:57.496320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1646 - accuracy: 0.9401
2024-12-03 15:31:57.597669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:57.715143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1593 - accuracy: 0.9420
2024-12-03 15:31:57.872609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:57.994380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 139ms/step - loss: 0.1593 - accuracy: 0.9420 - val_loss: 0.6408 - val_accuracy: 0.8780
Epoch 94/100

2024-12-03 15:31:58.888178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.2003 - accuracy: 0.9219
2024-12-03 15:31:59.153865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:59.326671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.2179 - accuracy: 0.9219
2024-12-03 15:31:59.441110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:59.577953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.4078 - accuracy: 0.9010
2024-12-03 15:31:59.699962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:31:59.855405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.3921 - accuracy: 0.9062
2024-12-03 15:31:59.979850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:00.114047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.3426 - accuracy: 0.9125
2024-12-03 15:32:00.276146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:00.405889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.3072 - accuracy: 0.9193
2024-12-03 15:32:00.524244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:00.645567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2716 - accuracy: 0.9286
2024-12-03 15:32:00.826166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:00.966805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.2584 - accuracy: 0.9258
2024-12-03 15:32:01.087183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:01.204386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 6s - loss: 0.2383 - accuracy: 0.9306
2024-12-03 15:32:01.307104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:01.507077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2343 - accuracy: 0.9266
2024-12-03 15:32:01.637561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:01.779082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2228 - accuracy: 0.9304
2024-12-03 15:32:01.891482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:02.063669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.2142 - accuracy: 0.9297
2024-12-03 15:32:02.174865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:02.302027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 5s - loss: 0.2245 - accuracy: 0.9291
2024-12-03 15:32:02.479384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:02.617856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2199 - accuracy: 0.9275
2024-12-03 15:32:02.743468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:02.942177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.2182 - accuracy: 0.9271
2024-12-03 15:32:03.065871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:03.187641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.2119 - accuracy: 0.9287
2024-12-03 15:32:03.296508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:03.463135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 4s - loss: 0.2177 - accuracy: 0.9256
2024-12-03 15:32:03.561348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:03.711924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.2115 - accuracy: 0.9271
2024-12-03 15:32:03.834135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:04.035728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2084 - accuracy: 0.9293
2024-12-03 15:32:04.155551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:04.288851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.2102 - accuracy: 0.9281
2024-12-03 15:32:04.407854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:04.576892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.2141 - accuracy: 0.9278
2024-12-03 15:32:04.674760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:04.792390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.2103 - accuracy: 0.9290
2024-12-03 15:32:04.912893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.2089 - accuracy: 0.9285
2024-12-03 15:32:05.121175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:05.255509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.2113 - accuracy: 0.9289
2024-12-03 15:32:05.438194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:05.580737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.2138 - accuracy: 0.9279
2024-12-03 15:32:05.692828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:05.850337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.2078 - accuracy: 0.9308
2024-12-03 15:32:05.974049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:06.145887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.2014 - accuracy: 0.9328
2024-12-03 15:32:06.258600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:06.456393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1991 - accuracy: 0.9330
2024-12-03 15:32:06.583141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:06.720515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1933 - accuracy: 0.9348
2024-12-03 15:32:06.832340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:06.976692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1879 - accuracy: 0.9365
2024-12-03 15:32:07.079385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:07.177049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:07.273785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.1857 - accuracy: 0.9375
2024-12-03 15:32:07.386544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:07.517950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 10s 150ms/step - loss: 0.1850 - accuracy: 0.9375 - val_loss: 0.8162 - val_accuracy: 0.8460
Epoch 95/100

2024-12-03 15:32:08.451628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 0.2329 - accuracy: 0.9062
2024-12-03 15:32:08.785331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:08.959825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 10s - loss: 0.2295 - accuracy: 0.8984
2024-12-03 15:32:09.102676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:09.264978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 9s - loss: 0.2146 - accuracy: 0.9010 
2024-12-03 15:32:09.437480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:09.577000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 8s - loss: 0.2339 - accuracy: 0.9023
2024-12-03 15:32:09.692774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:09.866537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 8s - loss: 0.2068 - accuracy: 0.9156
2024-12-03 15:32:09.992534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:10.113212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 7s - loss: 0.2184 - accuracy: 0.9167
2024-12-03 15:32:10.220571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:10.384555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 7s - loss: 0.2434 - accuracy: 0.9152
2024-12-03 15:32:10.491071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:10.613138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.2358 - accuracy: 0.9180
2024-12-03 15:32:10.779756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:10.924334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 6s - loss: 0.2175 - accuracy: 0.9243
2024-12-03 15:32:11.035618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:11.144099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 6s - loss: 0.2153 - accuracy: 0.9266
2024-12-03 15:32:11.240690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:11.384432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.2118 - accuracy: 0.9290
2024-12-03 15:32:11.533494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:11.660963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.2073 - accuracy: 0.9297
2024-12-03 15:32:11.784219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:11.980969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 5s - loss: 0.2069 - accuracy: 0.9291
2024-12-03 15:32:12.091844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:12.255741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2005 - accuracy: 0.9319
2024-12-03 15:32:12.389920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:12.527262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1976 - accuracy: 0.9344
2024-12-03 15:32:12.649953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:12.814183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.1868 - accuracy: 0.9375
2024-12-03 15:32:12.927461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:13.057056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 4s - loss: 0.1798 - accuracy: 0.9403
2024-12-03 15:32:13.191679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:13.378142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1720 - accuracy: 0.9427
2024-12-03 15:32:13.502826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:13.628928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1662 - accuracy: 0.9441
2024-12-03 15:32:13.741923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:13.896190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.1769 - accuracy: 0.9391
2024-12-03 15:32:14.020180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:14.157504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1894 - accuracy: 0.9338
2024-12-03 15:32:14.296432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:14.473866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1891 - accuracy: 0.9332
2024-12-03 15:32:14.604984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:14.754056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1880 - accuracy: 0.9355
2024-12-03 15:32:14.930049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:15.090290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 2s - loss: 0.1873 - accuracy: 0.9349
2024-12-03 15:32:15.223816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:15.389726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1970 - accuracy: 0.9337
2024-12-03 15:32:15.510233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:15.642860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1920 - accuracy: 0.9351
2024-12-03 15:32:15.768411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:15.942307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1884 - accuracy: 0.9358
2024-12-03 15:32:16.060781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:16.192898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 0s - loss: 0.1869 - accuracy: 0.9364
2024-12-03 15:32:16.326445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:16.498861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1814 - accuracy: 0.9386
2024-12-03 15:32:16.610365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:16.753639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1791 - accuracy: 0.9380
2024-12-03 15:32:16.926187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:17.059156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.1909 - accuracy: 0.9355
2024-12-03 15:32:17.190570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:17.325038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 10s 153ms/step - loss: 0.1897 - accuracy: 0.9360 - val_loss: 0.6915 - val_accuracy: 0.8580
Epoch 96/100
 1/63 [..............................] - ETA: 12s - loss: 0.0500 - accuracy: 0.9688
2024-12-03 15:32:18.225051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 7s - loss: 0.0599 - accuracy: 0.9531 
2024-12-03 15:32:18.429031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:18.552585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 7s - loss: 0.1268 - accuracy: 0.9375
2024-12-03 15:32:18.692343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:18.850019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.1349 - accuracy: 0.9479
2024-12-03 15:32:18.965138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:19.084209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.1194 - accuracy: 0.9570
2024-12-03 15:32:19.195392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:19.390816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.1360 - accuracy: 0.9500
2024-12-03 15:32:19.498003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:19.617409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 6s - loss: 0.1331 - accuracy: 0.9453
2024-12-03 15:32:19.732187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:19.906925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.1430 - accuracy: 0.9397
2024-12-03 15:32:20.008581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:20.125141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.1335 - accuracy: 0.9414
2024-12-03 15:32:20.222270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:20.341762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 5s - loss: 0.1346 - accuracy: 0.9427
2024-12-03 15:32:20.459658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:20.645910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.1313 - accuracy: 0.9422
2024-12-03 15:32:20.747235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:20.861746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1566 - accuracy: 0.9361
2024-12-03 15:32:20.998787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:21.112794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 4s - loss: 0.1496 - accuracy: 0.9388
2024-12-03 15:32:21.204962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:21.305719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.1497 - accuracy: 0.9375
2024-12-03 15:32:21.407846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:21.536919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.1451 - accuracy: 0.9397
2024-12-03 15:32:21.650962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:21.815001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1403 - accuracy: 0.9406
2024-12-03 15:32:21.921671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:22.057564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 3s - loss: 0.1380 - accuracy: 0.9424
2024-12-03 15:32:22.170756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:22.308322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1404 - accuracy: 0.9412
2024-12-03 15:32:22.410440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:22.517582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1361 - accuracy: 0.9427
2024-12-03 15:32:22.620090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:22.784870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1346 - accuracy: 0.9441
2024-12-03 15:32:22.902333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:23.037791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 2s - loss: 0.1355 - accuracy: 0.9453
2024-12-03 15:32:23.192024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:23.329174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1492 - accuracy: 0.9405
2024-12-03 15:32:23.436807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:23.546348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1477 - accuracy: 0.9411
2024-12-03 15:32:23.696711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:23.820317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1463 - accuracy: 0.9416
2024-12-03 15:32:23.950837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:24.125678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1534 - accuracy: 0.9408
2024-12-03 15:32:24.249237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:24.385191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1484 - accuracy: 0.9431
2024-12-03 15:32:24.543114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:24.668616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1544 - accuracy: 0.9417
2024-12-03 15:32:24.776462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:24.908010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1503 - accuracy: 0.9433
2024-12-03 15:32:25.016399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:25.194750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1510 - accuracy: 0.9430
2024-12-03 15:32:25.293575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:25.399676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1496 - accuracy: 0.9434
2024-12-03 15:32:25.495349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:25.594872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1481 - accuracy: 0.9438
2024-12-03 15:32:25.715726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:25.840452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.1554 - accuracy: 0.9415
2024-12-03 15:32:25.955290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:26.109343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 140ms/step - loss: 0.1561 - accuracy: 0.9410 - val_loss: 0.6123 - val_accuracy: 0.8590
Epoch 97/100

2024-12-03 15:32:27.101453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 10s - loss: 0.1469 - accuracy: 0.9688
2024-12-03 15:32:27.345173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:27.522095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 11s - loss: 0.1028 - accuracy: 0.9766
2024-12-03 15:32:27.753815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:27.932333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 10s - loss: 0.1374 - accuracy: 0.9531
2024-12-03 15:32:28.086644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:28.240960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 9s - loss: 0.2321 - accuracy: 0.9297
2024-12-03 15:32:28.366908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:28.523579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 8s - loss: 0.2093 - accuracy: 0.9312
2024-12-03 15:32:28.653223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:28.794946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 8s - loss: 0.1958 - accuracy: 0.9375
2024-12-03 15:32:28.985023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:29.099738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 7s - loss: 0.2017 - accuracy: 0.9397
2024-12-03 15:32:29.211166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:29.349886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 7s - loss: 0.1921 - accuracy: 0.9395
2024-12-03 15:32:29.483326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:29.668616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 6s - loss: 0.1811 - accuracy: 0.9410
2024-12-03 15:32:29.791142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:29.914968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 6s - loss: 0.1789 - accuracy: 0.9406
2024-12-03 15:32:30.029389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:30.174571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 6s - loss: 0.1781 - accuracy: 0.9389
2024-12-03 15:32:30.298963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:30.431500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.1671 - accuracy: 0.9427
2024-12-03 15:32:30.554411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:30.701184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 5s - loss: 0.1595 - accuracy: 0.9447
2024-12-03 15:32:30.864033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:31.002259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 5s - loss: 0.1669 - accuracy: 0.9420
2024-12-03 15:32:31.127935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:31.276088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1706 - accuracy: 0.9406
2024-12-03 15:32:31.402424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:31.565836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.1687 - accuracy: 0.9404
2024-12-03 15:32:31.722213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:31.850104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 4s - loss: 0.1658 - accuracy: 0.9403
2024-12-03 15:32:31.967498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:32.145233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1645 - accuracy: 0.9418
2024-12-03 15:32:32.262909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:32.395516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1575 - accuracy: 0.9449
2024-12-03 15:32:32.510431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:32.714375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.1654 - accuracy: 0.9422
2024-12-03 15:32:32.851092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:32.978460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 3s - loss: 0.1593 - accuracy: 0.9442
2024-12-03 15:32:33.092974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:33.300856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1577 - accuracy: 0.9446
2024-12-03 15:32:33.435800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:33.614125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1614 - accuracy: 0.9443
2024-12-03 15:32:33.751112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:33.896658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 2s - loss: 0.1661 - accuracy: 0.9440
2024-12-03 15:32:34.077166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:34.219015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1675 - accuracy: 0.9419
2024-12-03 15:32:34.353705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:34.545964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1657 - accuracy: 0.9435
2024-12-03 15:32:34.678824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:34.837734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1766 - accuracy: 0.9410
2024-12-03 15:32:35.018090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:35.164793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 0.1818 - accuracy: 0.9403
2024-12-03 15:32:35.280339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:35.441346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 0s - loss: 0.1897 - accuracy: 0.9380
2024-12-03 15:32:35.552358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:35.674057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1957 - accuracy: 0.9365
2024-12-03 15:32:35.780285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1945 - accuracy: 0.9370
2024-12-03 15:32:35.986254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:36.107259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1915 - accuracy: 0.9375
2024-12-03 15:32:36.282458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 10s 159ms/step - loss: 0.1915 - accuracy: 0.9375 - val_loss: 0.8337 - val_accuracy: 0.8550
Epoch 98/100

2024-12-03 15:32:37.185452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 12s - loss: 0.1940 - accuracy: 0.9219
2024-12-03 15:32:37.428257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 10s - loss: 0.3389 - accuracy: 0.8750
2024-12-03 15:32:37.641032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:37.765601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 9s - loss: 0.2726 - accuracy: 0.9062
2024-12-03 15:32:37.900251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:38.077444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 8s - loss: 0.2410 - accuracy: 0.9152
2024-12-03 15:32:38.205105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:38.341244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 8s - loss: 0.2353 - accuracy: 0.9097
2024-12-03 15:32:38.526114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:38.679936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 8s - loss: 0.2143 - accuracy: 0.9176
2024-12-03 15:32:38.799576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:38.974898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 7s - loss: 0.1954 - accuracy: 0.9231
2024-12-03 15:32:39.091659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:39.214159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 7s - loss: 0.1863 - accuracy: 0.9250
2024-12-03 15:32:39.319080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:39.499563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 6s - loss: 0.1863 - accuracy: 0.9246
2024-12-03 15:32:39.613325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:39.731468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 6s - loss: 0.1857 - accuracy: 0.9260
2024-12-03 15:32:39.852661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:40.046365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 6s - loss: 0.1726 - accuracy: 0.9301
2024-12-03 15:32:40.186793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:40.328995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1943 - accuracy: 0.9293
2024-12-03 15:32:40.499030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:40.650135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 5s - loss: 0.1961 - accuracy: 0.9287
2024-12-03 15:32:40.792973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:40.985065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 5s - loss: 0.1942 - accuracy: 0.9282
2024-12-03 15:32:41.150851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:41.290301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 5s - loss: 0.1977 - accuracy: 0.9278
2024-12-03 15:32:41.407885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:41.564352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.2021 - accuracy: 0.9274
2024-12-03 15:32:41.676898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:41.806549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 4s - loss: 0.2029 - accuracy: 0.9233
2024-12-03 15:32:41.949398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 4s - loss: 0.1996 - accuracy: 0.9246
2024-12-03 15:32:42.154660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:42.295076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 4s - loss: 0.2040 - accuracy: 0.9227
2024-12-03 15:32:42.485274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:42.636581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.2076 - accuracy: 0.9202
2024-12-03 15:32:42.759749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:42.909019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.2075 - accuracy: 0.9203
2024-12-03 15:32:43.034686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:43.179929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 3s - loss: 0.2005 - accuracy: 0.9234
2024-12-03 15:32:43.345829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:43.471120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1995 - accuracy: 0.9240
2024-12-03 15:32:43.581137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:43.731979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1950 - accuracy: 0.9266
2024-12-03 15:32:43.842793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:43.963300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 2s - loss: 0.1929 - accuracy: 0.9271
2024-12-03 15:32:44.072428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:44.272185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1950 - accuracy: 0.9275
2024-12-03 15:32:44.412437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:44.529428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1925 - accuracy: 0.9283
2024-12-03 15:32:44.659933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1879 - accuracy: 0.9292
2024-12-03 15:32:44.886208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:45.020701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1836 - accuracy: 0.9307
2024-12-03 15:32:45.142050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:45.309777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1781 - accuracy: 0.9326
2024-12-03 15:32:45.422807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:45.545162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1772 - accuracy: 0.9333
2024-12-03 15:32:45.641939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:45.754450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1833 - accuracy: 0.9314
2024-12-03 15:32:45.876142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:45.991185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1816 - accuracy: 0.9325
2024-12-03 15:32:46.098918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 10s 155ms/step - loss: 0.1816 - accuracy: 0.9325 - val_loss: 0.7605 - val_accuracy: 0.8330
Epoch 99/100

2024-12-03 15:32:47.056368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 14s - loss: 0.4722 - accuracy: 0.8438
2024-12-03 15:32:47.299326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 10s - loss: 0.2501 - accuracy: 0.8750
2024-12-03 15:32:47.516812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:47.632174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 7s - loss: 0.2436 - accuracy: 0.8854
2024-12-03 15:32:47.727435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:47.835690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 7s - loss: 0.2375 - accuracy: 0.8929
2024-12-03 15:32:47.941389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:48.115721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 7s - loss: 0.2088 - accuracy: 0.9097
2024-12-03 15:32:48.266383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:48.395764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 7s - loss: 0.2128 - accuracy: 0.9148
2024-12-03 15:32:48.502871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:48.668645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 6s - loss: 0.1960 - accuracy: 0.9255
2024-12-03 15:32:48.781772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:48.900091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 6s - loss: 0.1993 - accuracy: 0.9167
2024-12-03 15:32:49.010296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:49.181622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 6s - loss: 0.1825 - accuracy: 0.9246
2024-12-03 15:32:49.301335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:49.432339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 5s - loss: 0.1677 - accuracy: 0.9309
2024-12-03 15:32:49.559524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:49.700839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 5s - loss: 0.1783 - accuracy: 0.9315
2024-12-03 15:32:49.823016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:49.941894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 5s - loss: 0.1952 - accuracy: 0.9239
2024-12-03 15:32:50.046131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:50.245612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 5s - loss: 0.1947 - accuracy: 0.9225
2024-12-03 15:32:50.370893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:50.514131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 4s - loss: 0.1954 - accuracy: 0.9236
2024-12-03 15:32:50.640526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:50.831965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 4s - loss: 0.2025 - accuracy: 0.9213
2024-12-03 15:32:50.948068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:51.072958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 4s - loss: 0.1965 - accuracy: 0.9224
2024-12-03 15:32:51.196941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:51.407206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.2017 - accuracy: 0.9219
2024-12-03 15:32:51.514451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:51.621424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 3s - loss: 0.1992 - accuracy: 0.9232
2024-12-03 15:32:51.720457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:51.919923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 3s - loss: 0.2023 - accuracy: 0.9248
2024-12-03 15:32:52.065966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:52.246369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 3s - loss: 0.2115 - accuracy: 0.9239
2024-12-03 15:32:52.359102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:52.495415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 3s - loss: 0.2087 - accuracy: 0.9253
2024-12-03 15:32:52.628340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:52.816687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 2s - loss: 0.2043 - accuracy: 0.9281
2024-12-03 15:32:52.926258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:53.050441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 2s - loss: 0.1978 - accuracy: 0.9299
2024-12-03 15:32:53.170831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:53.332584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 2s - loss: 0.1932 - accuracy: 0.9322
2024-12-03 15:32:53.449395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:53.574243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 1s - loss: 0.1877 - accuracy: 0.9343
2024-12-03 15:32:53.692847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:53.880565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 1s - loss: 0.1863 - accuracy: 0.9357
2024-12-03 15:32:53.989146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:54.117061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 1s - loss: 0.1912 - accuracy: 0.9340
2024-12-03 15:32:54.229914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:54.383529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 0.1861 - accuracy: 0.9358
2024-12-03 15:32:54.481787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:54.593746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1809 - accuracy: 0.9375
2024-12-03 15:32:54.691393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:54.838278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 0.1782 - accuracy: 0.9380
2024-12-03 15:32:54.936233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:55.042660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1757 - accuracy: 0.9390
2024-12-03 15:32:55.143352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:55.313670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1750 - accuracy: 0.9390
2024-12-03 15:32:55.419059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 145ms/step - loss: 0.1750 - accuracy: 0.9390 - val_loss: 0.6533 - val_accuracy: 0.8590
Epoch 100/100

2024-12-03 15:32:56.308735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 9s - loss: 0.0577 - accuracy: 0.9844 
2024-12-03 15:32:56.550385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:56.733270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 8s - loss: 0.1235 - accuracy: 0.9766
2024-12-03 15:32:56.854284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:56.991325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 8s - loss: 0.1322 - accuracy: 0.9635
2024-12-03 15:32:57.163917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:57.313541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 7s - loss: 0.2768 - accuracy: 0.9258
2024-12-03 15:32:57.433529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:57.561292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 7s - loss: 0.2602 - accuracy: 0.9344
2024-12-03 15:32:57.675555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:57.800580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 7s - loss: 0.2276 - accuracy: 0.9401
2024-12-03 15:32:57.910475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:58.074866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 6s - loss: 0.2281 - accuracy: 0.9353
2024-12-03 15:32:58.190368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:58.326518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 6s - loss: 0.2150 - accuracy: 0.9336
2024-12-03 15:32:58.435144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:58.602213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 6s - loss: 0.2163 - accuracy: 0.9288
2024-12-03 15:32:58.712766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:58.829905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 5s - loss: 0.2056 - accuracy: 0.9312
2024-12-03 15:32:58.930513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:59.086515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 5s - loss: 0.1970 - accuracy: 0.9290
2024-12-03 15:32:59.204069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:59.331245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 5s - loss: 0.2017 - accuracy: 0.9271
2024-12-03 15:32:59.438216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:59.608595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 4s - loss: 0.2063 - accuracy: 0.9279
2024-12-03 15:32:59.718923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:32:59.837321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 4s - loss: 0.2032 - accuracy: 0.9275
2024-12-03 15:32:59.942752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:00.074040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 4s - loss: 0.1955 - accuracy: 0.9312
2024-12-03 15:33:00.189116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:00.314303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 4s - loss: 0.1939 - accuracy: 0.9316
2024-12-03 15:33:00.465674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:00.621682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 3s - loss: 0.1936 - accuracy: 0.9292
2024-12-03 15:33:00.744613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:00.889163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 3s - loss: 0.1944 - accuracy: 0.9288
2024-12-03 15:33:01.054287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:01.187240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 3s - loss: 0.1877 - accuracy: 0.9317
2024-12-03 15:33:01.307778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:01.471058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 3s - loss: 0.1802 - accuracy: 0.9344
2024-12-03 15:33:01.630421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:01.752448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 2s - loss: 0.1761 - accuracy: 0.9368
2024-12-03 15:33:01.864944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:02.041734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 2s - loss: 0.1689 - accuracy: 0.9396
2024-12-03 15:33:02.161410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:02.283503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 2s - loss: 0.1677 - accuracy: 0.9409
2024-12-03 15:33:02.400918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:02.586762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 1s - loss: 0.1688 - accuracy: 0.9401
2024-12-03 15:33:02.697748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:02.811018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 1s - loss: 0.1673 - accuracy: 0.9394
2024-12-03 15:33:02.910139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:03.060995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 1s - loss: 0.1882 - accuracy: 0.9363
2024-12-03 15:33:03.171450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:03.310040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 1s - loss: 0.1846 - accuracy: 0.9375
2024-12-03 15:33:03.434042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:03.589355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 0s - loss: 0.1791 - accuracy: 0.9391
2024-12-03 15:33:03.700946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:03.805433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:03.898776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.1768 - accuracy: 0.9401
2024-12-03 15:33:03.993426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:04.098975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:04.192643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1808 - accuracy: 0.9390
2024-12-03 15:33:04.296567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-03 15:33:04.408762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 9s 140ms/step - loss: 0.1808 - accuracy: 0.9390 - val_loss: 0.4872 - val_accuracy: 0.8490
In [43]:
test_model = keras.models.load_model(
    "./models/convnet_from_scratch_with_augmentation")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")

63/63 [==============================] - 2s 21ms/step - loss: 0.4766 - accuracy: 0.8190
Test accuracy: 0.819
In [44]:
accuracy = history.history["accuracy"]
val_accuracy = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(accuracy) + 1)
plt.plot(epochs, accuracy, "bo", label="Training accuracy")
plt.plot(epochs, val_accuracy, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()
In [ ]:

Feature extraction¶

In [45]:
conv_base = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False,
    input_shape=(180, 180, 3))

Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5
58889256/58889256 [==============================] - 2s 0us/step
In [46]:
conv_base.summary()

Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_4 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 block1_conv1 (Conv2D)       (None, 180, 180, 64)      1792      
                                                                 
 block1_conv2 (Conv2D)       (None, 180, 180, 64)      36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, 90, 90, 64)        0         
                                                                 
 block2_conv1 (Conv2D)       (None, 90, 90, 128)       73856     
                                                                 
 block2_conv2 (Conv2D)       (None, 90, 90, 128)       147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, 45, 45, 128)       0         
                                                                 
 block3_conv1 (Conv2D)       (None, 45, 45, 256)       295168    
                                                                 
 block3_conv2 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_conv3 (Conv2D)       (None, 45, 45, 256)       590080    
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_4 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 block1_conv1 (Conv2D)       (None, 180, 180, 64)      1792      
                                                                 
 block1_conv2 (Conv2D)       (None, 180, 180, 64)      36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, 90, 90, 64)        0         
                                                                 
 block2_conv1 (Conv2D)       (None, 90, 90, 128)       73856     
                                                                 
 block2_conv2 (Conv2D)       (None, 90, 90, 128)       147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, 45, 45, 128)       0         
                                                                 
 block3_conv1 (Conv2D)       (None, 45, 45, 256)       295168    
                                                                 
 block3_conv2 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_conv3 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, 22, 22, 256)       0         
                                                                 
 block4_conv1 (Conv2D)       (None, 22, 22, 512)       1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, 11, 11, 512)       0         
                                                                 
 block5_conv1 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, 5, 5, 512)         0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

Extracting the VGG16 features and corresponding labels

In [47]:
# This should point to the small dataset of the Kaggle Dogs vs Cats competition that was created in a previous notebook
data_folder = pathlib.Path('../data/kaggle_dogs_vs_cats_small')

train_dataset = image_dataset_from_directory(
    data_folder / "train",
    image_size=(180, 180),
    batch_size=32)
validation_dataset = image_dataset_from_directory(
    data_folder / "validation",
    image_size=(180, 180),
    batch_size=32)
test_dataset = image_dataset_from_directory(
    data_folder / "test",
    image_size=(180, 180),
    batch_size=32)

Found 2000 files belonging to 2 classes.
Found 1000 files belonging to 2 classes.
Found 2000 files belonging to 2 classes.
In [48]:
import numpy as np

def get_features_and_labels(dataset):
    all_features = []
    all_labels = []
    for images, labels in dataset:
        preprocessed_images = keras.applications.vgg16.preprocess_input(images)
        features = conv_base.predict(preprocessed_images)
        all_features.append(features)
        all_labels.append(labels)
    return np.concatenate(all_features), np.concatenate(all_labels)

train_features, train_labels =  get_features_and_labels(train_dataset)
val_features, val_labels =  get_features_and_labels(validation_dataset)
test_features, test_labels =  get_features_and_labels(test_dataset)

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1/1 [==============================] - 0s 12ms/step
1/1 [==============================] - 0s 10ms/step
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1/1 [==============================] - 0s 12ms/step
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1/1 [==============================] - 0s 12ms/step
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1/1 [==============================] - 0s 10ms/step
1/1 [==============================] - 0s 12ms/step
In [49]:
train_features.shape
Out[49]:
(2000, 5, 5, 512)

These are 1000 images for each of the two classes, and then a 5x5 spatial matrix with a depth of 512 filters. To the Student: Compare these dimensions to the last layer of the VGG16 which generated it.

Defining and training the densely connected classifier

Here we define a new dense neural networks, of only two (neuronal/trainable) layers.

In [55]:
inputs = keras.Input(shape=(5, 5, 512))
x = layers.Flatten()(inputs)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
In [56]:
model.summary()

Model: "model_4"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_6 (InputLayer)        [(None, 5, 5, 512)]       0         
                                                                 
 flatten_4 (Flatten)         (None, 12800)             0         
                                                                 
 dense_5 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_3 (Dropout)         (None, 256)               0         
                                                                 
 dense_6 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 3277313 (12.50 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_6 (InputLayer)        [(None, 5, 5, 512)]       0         
                                                                 
 flatten_4 (Flatten)         (None, 12800)             0         
                                                                 
 dense_5 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_3 (Dropout)         (None, 256)               0         
                                                                 
 dense_6 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 3277313 (12.50 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

While the network has only two layer, its number of parameter is significant compared to the previous networks we defined to address the dogs versus cats dataset before (they had about 1 million paramters). It is also a significant ratio of the VGG16 body which has about 15 million parameters. This is common in CNNs - the feature vector can be quick large (here its sizze is 12800 elements). A dense layer linearly increases the number of parameters with its size. Then, the last layer further increases it linearly proportionally to the number of classes.

In [57]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
      filepath="./models/feature_extraction",
      save_best_only=True,
      monitor="val_loss")
]
history = model.fit(
    train_features, train_labels,
    epochs=20,
    validation_data=(val_features, val_labels),
    callbacks=callbacks)

Epoch 1/20
63/63 [==============================] - ETA: 0s - loss: 14.4141 - accuracy: 0.9180INFO:tensorflow:Assets written to: ./models/feature_extraction/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction/assets

63/63 [==============================] - 2s 19ms/step - loss: 14.4141 - accuracy: 0.9180 - val_loss: 3.7652 - val_accuracy: 0.9670
Epoch 2/20
 1/63 [..............................] - ETA: 0s - loss: 7.4124 - accuracy: 0.9062Epoch 2/20
63/63 [==============================] - 1s 11ms/step - loss: 4.2572 - accuracy: 0.9740 - val_loss: 4.2780 - val_accuracy: 0.9690
Epoch 3/20
63/63 [==============================] - 1s 11ms/step - loss: 2.2601 - accuracy: 0.9795 - val_loss: 4.6734 - val_accuracy: 0.9770
Epoch 4/20
63/63 [==============================] - 1s 10ms/step - loss: 1.6745 - accuracy: 0.9890 - val_loss: 5.4457 - val_accuracy: 0.9720
Epoch 5/20
63/63 [==============================] - 1s 10ms/step - loss: 1.2061 - accuracy: 0.9910 - val_loss: 6.0184 - val_accuracy: 0.9700
Epoch 6/20
63/63 [==============================] - 1s 10ms/step - loss: 0.7242 - accuracy: 0.9940 - val_loss: 4.1571 - val_accuracy: 0.9720
Epoch 7/20
63/63 [==============================] - 1s 11ms/step - loss: 0.4130 - accuracy: 0.9960 - val_loss: 4.8826 - val_accuracy: 0.9710
Epoch 8/20
63/63 [==============================] - 1s 11ms/step - loss: 0.0669 - accuracy: 0.9990 - val_loss: 4.7340 - val_accuracy: 0.9740
Epoch 9/20
63/63 [==============================] - 1s 11ms/step - loss: 0.4986 - accuracy: 0.9960 - val_loss: 5.1721 - val_accuracy: 0.9780
Epoch 10/20
63/63 [==============================] - 1s 11ms/step - loss: 0.2849 - accuracy: 0.9985 - val_loss: 6.2514 - val_accuracy: 0.9720
Epoch 11/20
63/63 [==============================] - 1s 11ms/step - loss: 0.1015 - accuracy: 0.9985 - val_loss: 4.8526 - val_accuracy: 0.9780
Epoch 12/20
63/63 [==============================] - 1s 11ms/step - loss: 0.1991 - accuracy: 0.9965 - val_loss: 6.2899 - val_accuracy: 0.9680
Epoch 13/20
63/63 [==============================] - 1s 11ms/step - loss: 0.4037 - accuracy: 0.9970 - val_loss: 4.1974 - val_accuracy: 0.9770
Epoch 14/20
63/63 [==============================] - 1s 11ms/step - loss: 2.3842e-10 - accuracy: 1.0000 - val_loss: 4.1785 - val_accuracy: 0.9770
Epoch 15/20
63/63 [==============================] - 1s 11ms/step - loss: 0.4369 - accuracy: 0.9970 - val_loss: 4.1840 - val_accuracy: 0.9770
Epoch 16/20
63/63 [==============================] - 1s 11ms/step - loss: 0.0537 - accuracy: 0.9990 - val_loss: 4.6610 - val_accuracy: 0.9740
Epoch 17/20
63/63 [==============================] - 1s 11ms/step - loss: 0.1927 - accuracy: 0.9980 - val_loss: 5.0674 - val_accuracy: 0.9740
Epoch 18/20
63/63 [==============================] - 1s 11ms/step - loss: 0.1568 - accuracy: 0.9985 - val_loss: 5.0402 - val_accuracy: 0.9740
Epoch 19/20
63/63 [==============================] - 1s 11ms/step - loss: 0.2561 - accuracy: 0.9970 - val_loss: 5.0248 - val_accuracy: 0.9750
Epoch 20/20
63/63 [==============================] - 1s 11ms/step - loss: 0.4610 - accuracy: 0.9960 - val_loss: 5.1368 - val_accuracy: 0.9740

Plotting the results

In [58]:
import matplotlib.pyplot as plt
acc = history.history["accuracy"]
val_acc = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(acc) + 1)
plt.plot(epochs, acc, "bo", label="Training accuracy")
plt.plot(epochs, val_acc, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

Evaluating model

In [60]:
test_model = keras.models.load_model(
    "./models/feature_extraction")
test_loss, test_acc = test_model.evaluate(x=test_features, y=test_labels)
print(f"Test accuracy: {test_acc:.3f}")

63/63 [==============================] - 0s 5ms/step - loss: 4.1072 - accuracy: 0.9670
Test accuracy: 0.967

2 Feature Extraction with Data Augmentation In this step, data augmentation is added to the workflow to improve model generalization

In [61]:
conv_base  = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False)
In [62]:
conv_base.summary()

Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [63]:
conv_base.trainable = False
conv_base.summary()

Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________
In [64]:
data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = keras.applications.vgg16.preprocess_input(x)
x = conv_base(x)
x = layers.Flatten()(x)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
In [65]:
model.summary()

Model: "model_5"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_8 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_1 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (  (None, 180, 180, 3)       0         
 SlicingOpLambda)                                                
                                                                 
 tf.nn.bias_add (TFOpLambda  (None, 180, 180, 3)       0         
 )                                                               
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_5 (Flatten)         (None, 12800)             0         
                                                                 
 dense_7 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_4 (Dropout)         (None, 256)               0         
                                                                 
 dense_8 (Dense)             (None, 1)                 257       
                                                                 
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_8 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_1 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (  (None, 180, 180, 3)       0         
 SlicingOpLambda)                                                
                                                                 
 tf.nn.bias_add (TFOpLambda  (None, 180, 180, 3)       0         
 )                                                               
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_5 (Flatten)         (None, 12800)             0         
                                                                 
 dense_7 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_4 (Dropout)         (None, 256)               0         
                                                                 
 dense_8 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17992001 (68.63 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________

Now training with augmentation

In [68]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/feature_extraction_with_data_augmentation",
        save_best_only=True,
        monitor="val_loss")
]
history = model.fit(
    train_dataset,
    epochs=50,
    validation_data=validation_dataset,
    callbacks=callbacks)

Epoch 1/50

2024-12-03 15:48:57.501482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 1:17 - loss: 1.3791 - accuracy: 0.9688
2024-12-03 15:48:57.932037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 13s - loss: 1.3570 - accuracy: 0.9688 
2024-12-03 15:48:58.157698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 6.0697 - accuracy: 0.9375
2024-12-03 15:48:58.377436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 11.2462 - accuracy: 0.9141
2024-12-03 15:48:58.597969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 12s - loss: 15.3258 - accuracy: 0.8938
2024-12-03 15:48:58.819532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 12s - loss: 21.6326 - accuracy: 0.8646
2024-12-03 15:48:59.042480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 12s - loss: 26.7675 - accuracy: 0.8616
2024-12-03 15:48:59.261897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 12s - loss: 24.3713 - accuracy: 0.8711
2024-12-03 15:48:59.486336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 11s - loss: 24.5611 - accuracy: 0.8785
2024-12-03 15:48:59.705273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 11s - loss: 24.3352 - accuracy: 0.8813
2024-12-03 15:48:59.960779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 11s - loss: 22.1229 - accuracy: 0.8920
2024-12-03 15:49:00.180825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 11s - loss: 21.9311 - accuracy: 0.8958
2024-12-03 15:49:00.403822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 11s - loss: 22.1878 - accuracy: 0.8942
2024-12-03 15:49:00.621860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 10s - loss: 20.7050 - accuracy: 0.8996
2024-12-03 15:49:00.845518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 10s - loss: 21.8393 - accuracy: 0.8938
2024-12-03 15:49:01.064268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 10s - loss: 20.4743 - accuracy: 0.9004
2024-12-03 15:49:01.290021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 10s - loss: 21.7830 - accuracy: 0.8971
2024-12-03 15:49:01.510873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 10s - loss: 20.7911 - accuracy: 0.8976
2024-12-03 15:49:01.731356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 9s - loss: 20.3336 - accuracy: 0.8997 
2024-12-03 15:49:01.953193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 9s - loss: 19.6550 - accuracy: 0.9031
2024-12-03 15:49:02.209909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 9s - loss: 19.0271 - accuracy: 0.9048
2024-12-03 15:49:02.432391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 9s - loss: 18.3876 - accuracy: 0.9048
2024-12-03 15:49:02.653572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 8s - loss: 17.8014 - accuracy: 0.9076
2024-12-03 15:49:02.873845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 8s - loss: 17.1980 - accuracy: 0.9102
2024-12-03 15:49:03.095089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 8s - loss: 17.4066 - accuracy: 0.9087
2024-12-03 15:49:03.315845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 8s - loss: 16.9532 - accuracy: 0.9087
2024-12-03 15:49:03.553556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 8s - loss: 16.6552 - accuracy: 0.9109
2024-12-03 15:49:03.774711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 7s - loss: 16.3347 - accuracy: 0.9118
2024-12-03 15:49:03.995982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 7s - loss: 16.1724 - accuracy: 0.9106
2024-12-03 15:49:04.219988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 7s - loss: 15.8477 - accuracy: 0.9125
2024-12-03 15:49:04.440939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 7s - loss: 15.6343 - accuracy: 0.9133
2024-12-03 15:49:04.695427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 6s - loss: 15.4619 - accuracy: 0.9131
2024-12-03 15:49:04.915305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 6s - loss: 15.3674 - accuracy: 0.9119
2024-12-03 15:49:05.138504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 6s - loss: 15.0818 - accuracy: 0.9136
2024-12-03 15:49:05.362174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 6s - loss: 14.7686 - accuracy: 0.9152
2024-12-03 15:49:05.583390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 6s - loss: 14.7649 - accuracy: 0.9158
2024-12-03 15:49:05.805924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 5s - loss: 14.7407 - accuracy: 0.9164
2024-12-03 15:49:06.027747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 5s - loss: 14.4845 - accuracy: 0.9169
2024-12-03 15:49:06.251065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 5s - loss: 14.1513 - accuracy: 0.9183
2024-12-03 15:49:06.472650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 5s - loss: 14.0973 - accuracy: 0.9187
2024-12-03 15:49:06.696062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 4s - loss: 13.7618 - accuracy: 0.9200
2024-12-03 15:49:06.956424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 4s - loss: 13.4855 - accuracy: 0.9204
2024-12-03 15:49:07.180075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 4s - loss: 13.2363 - accuracy: 0.9215
2024-12-03 15:49:07.405464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 4s - loss: 13.2010 - accuracy: 0.9212
2024-12-03 15:49:07.627529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 13.2724 - accuracy: 0.9194
2024-12-03 15:49:07.853386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 3s - loss: 13.1737 - accuracy: 0.9192
2024-12-03 15:49:08.078583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 3s - loss: 13.2095 - accuracy: 0.9195
2024-12-03 15:49:08.301736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 3s - loss: 13.1487 - accuracy: 0.9193
2024-12-03 15:49:08.526138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 12.8804 - accuracy: 0.9209
2024-12-03 15:49:08.750827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 2s - loss: 12.9207 - accuracy: 0.9194
2024-12-03 15:49:08.976036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 2s - loss: 12.8274 - accuracy: 0.9191
2024-12-03 15:49:09.240130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 2s - loss: 12.5807 - accuracy: 0.9207
2024-12-03 15:49:09.461773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 12.4390 - accuracy: 0.9216
2024-12-03 15:49:09.687093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 12.2087 - accuracy: 0.9230
2024-12-03 15:49:09.908794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 12.0953 - accuracy: 0.9239
2024-12-03 15:49:10.129653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 11.8793 - accuracy: 0.9252
2024-12-03 15:49:10.353673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 11.8237 - accuracy: 0.9254
2024-12-03 15:49:10.574341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 11.6453 - accuracy: 0.9262
2024-12-03 15:49:10.819025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 11.6945 - accuracy: 0.9269
2024-12-03 15:49:11.040950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 11.6663 - accuracy: 0.9266
2024-12-03 15:49:11.264316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 11.6266 - accuracy: 0.9267
2024-12-03 15:49:11.494282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 11.6127 - accuracy: 0.9264
2024-12-03 15:49:11.720409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 11.6152 - accuracy: 0.9250INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 24s 369ms/step - loss: 11.6152 - accuracy: 0.9250 - val_loss: 8.8526 - val_accuracy: 0.9450
Epoch 2/50

2024-12-03 15:49:20.816549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 19s - loss: 14.9349 - accuracy: 0.8750
2024-12-03 15:49:21.135031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 13s - loss: 10.0492 - accuracy: 0.9219
2024-12-03 15:49:21.357051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 7.3997 - accuracy: 0.9375 
2024-12-03 15:49:21.579284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 7.7797 - accuracy: 0.9453
2024-12-03 15:49:21.802679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 12s - loss: 7.5980 - accuracy: 0.9438
2024-12-03 15:49:22.032740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 12s - loss: 6.3317 - accuracy: 0.9531
2024-12-03 15:49:22.270338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 12s - loss: 5.4927 - accuracy: 0.9554
2024-12-03 15:49:22.496667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 12s - loss: 4.8061 - accuracy: 0.9609
2024-12-03 15:49:22.766614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 12s - loss: 6.7099 - accuracy: 0.9479
2024-12-03 15:49:22.996079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 12s - loss: 6.0389 - accuracy: 0.9531
2024-12-03 15:49:23.229776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 12s - loss: 6.0763 - accuracy: 0.9489
2024-12-03 15:49:23.462461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 11s - loss: 5.6904 - accuracy: 0.9479
2024-12-03 15:49:23.693118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 11s - loss: 5.2527 - accuracy: 0.9519
2024-12-03 15:49:23.926562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 11s - loss: 4.8775 - accuracy: 0.9554
2024-12-03 15:49:24.161066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 11s - loss: 4.5523 - accuracy: 0.9583
2024-12-03 15:49:24.395183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 10s - loss: 4.7054 - accuracy: 0.9590
2024-12-03 15:49:24.627261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 10s - loss: 5.0423 - accuracy: 0.9577
2024-12-03 15:49:24.859911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 10s - loss: 5.4817 - accuracy: 0.9531
2024-12-03 15:49:25.132002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 10s - loss: 5.1932 - accuracy: 0.9556
2024-12-03 15:49:25.366735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 10s - loss: 4.9335 - accuracy: 0.9578
2024-12-03 15:49:25.602271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 9s - loss: 4.6990 - accuracy: 0.9598 
2024-12-03 15:49:25.859844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 9s - loss: 4.5019 - accuracy: 0.9602
2024-12-03 15:49:26.099086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 9s - loss: 4.5451 - accuracy: 0.9579
2024-12-03 15:49:26.337123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 9s - loss: 4.3557 - accuracy: 0.9596
2024-12-03 15:49:26.574345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 8s - loss: 4.1815 - accuracy: 0.9613
2024-12-03 15:49:26.813863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 8s - loss: 4.8655 - accuracy: 0.9603
2024-12-03 15:49:27.098603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 8s - loss: 4.7396 - accuracy: 0.9595
2024-12-03 15:49:27.336278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 8s - loss: 4.7021 - accuracy: 0.9598
2024-12-03 15:49:27.577193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 8s - loss: 4.5884 - accuracy: 0.9601
2024-12-03 15:49:27.820223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 7s - loss: 4.4355 - accuracy: 0.9615
2024-12-03 15:49:28.058999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 7s - loss: 4.4767 - accuracy: 0.9617
2024-12-03 15:49:28.300072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 7s - loss: 4.6683 - accuracy: 0.9580
2024-12-03 15:49:28.563189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 7s - loss: 4.6182 - accuracy: 0.9583
2024-12-03 15:49:28.801180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 6s - loss: 4.8809 - accuracy: 0.9568
2024-12-03 15:49:29.043634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 6s - loss: 4.7573 - accuracy: 0.9571
2024-12-03 15:49:29.332596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 6s - loss: 4.6661 - accuracy: 0.9566
2024-12-03 15:49:29.572359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 6s - loss: 4.5400 - accuracy: 0.9578
2024-12-03 15:49:29.817186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 4.4205 - accuracy: 0.9589
2024-12-03 15:49:30.062992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 5s - loss: 4.3161 - accuracy: 0.9591
2024-12-03 15:49:30.306322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 5s - loss: 4.2351 - accuracy: 0.9594
2024-12-03 15:49:30.551983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 5s - loss: 4.2037 - accuracy: 0.9596
2024-12-03 15:49:30.795490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 4.1957 - accuracy: 0.9583
2024-12-03 15:49:31.071437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 4s - loss: 4.2222 - accuracy: 0.9578
2024-12-03 15:49:31.310683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 4s - loss: 4.2356 - accuracy: 0.9560
2024-12-03 15:49:31.557294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 4.5347 - accuracy: 0.9549
2024-12-03 15:49:31.843317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 4.8819 - accuracy: 0.9538
2024-12-03 15:49:32.091032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 3s - loss: 4.9633 - accuracy: 0.9528
2024-12-03 15:49:32.337266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 3s - loss: 5.0339 - accuracy: 0.9531
2024-12-03 15:49:32.580594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 4.9349 - accuracy: 0.9534
2024-12-03 15:49:32.826269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 4.8362 - accuracy: 0.9544
2024-12-03 15:49:33.071239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 2s - loss: 4.9622 - accuracy: 0.9534
2024-12-03 15:49:33.317770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 2s - loss: 4.8668 - accuracy: 0.9543
2024-12-03 15:49:33.587236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 4.8536 - accuracy: 0.9546
2024-12-03 15:49:33.829817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 4.7637 - accuracy: 0.9554
2024-12-03 15:49:34.117574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 1s - loss: 4.7235 - accuracy: 0.9551
2024-12-03 15:49:34.349820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 4.7476 - accuracy: 0.9554
2024-12-03 15:49:34.596036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 4.6933 - accuracy: 0.9556
2024-12-03 15:49:34.838131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 4.6123 - accuracy: 0.9564
2024-12-03 15:49:35.078398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 0s - loss: 4.5342 - accuracy: 0.9571
2024-12-03 15:49:35.325049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 4.5503 - accuracy: 0.9563
2024-12-03 15:49:35.568479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 4.7271 - accuracy: 0.9559
2024-12-03 15:49:35.810458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 4.6409 - accuracy: 0.9560
2024-12-03 15:49:36.052940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 24s 386ms/step - loss: 4.6409 - accuracy: 0.9560 - val_loss: 3.7915 - val_accuracy: 0.9730
Epoch 3/50

2024-12-03 15:49:45.088442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.1747 - accuracy: 0.9688
2024-12-03 15:49:45.415039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 13s - loss: 3.2138 - accuracy: 0.9531
2024-12-03 15:49:45.644155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 5.3765 - accuracy: 0.9375
2024-12-03 15:49:45.870664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 4.1919 - accuracy: 0.9453
2024-12-03 15:49:46.103974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 3.9069 - accuracy: 0.9438
2024-12-03 15:49:46.346323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 13s - loss: 3.2557 - accuracy: 0.9531
2024-12-03 15:49:46.590203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 13s - loss: 3.2637 - accuracy: 0.9554
2024-12-03 15:49:46.837428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 13s - loss: 4.0621 - accuracy: 0.9570
2024-12-03 15:49:47.109188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 3.7519 - accuracy: 0.9583
2024-12-03 15:49:47.409501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 3.7859 - accuracy: 0.9594
2024-12-03 15:49:47.677118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 3.9727 - accuracy: 0.9602
2024-12-03 15:49:47.949978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 12s - loss: 3.6417 - accuracy: 0.9635
2024-12-03 15:49:48.212984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 12s - loss: 3.4215 - accuracy: 0.9639
2024-12-03 15:49:48.476902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 12s - loss: 3.3312 - accuracy: 0.9643
2024-12-03 15:49:48.754982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 12s - loss: 3.1709 - accuracy: 0.9646
2024-12-03 15:49:49.019059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 3.1204 - accuracy: 0.9648
2024-12-03 15:49:49.275032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 11s - loss: 2.9450 - accuracy: 0.9651
2024-12-03 15:49:49.572461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 11s - loss: 3.4299 - accuracy: 0.9583
2024-12-03 15:49:49.848801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 11s - loss: 4.3639 - accuracy: 0.9556
2024-12-03 15:49:50.104362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 4.7529 - accuracy: 0.9531
2024-12-03 15:49:50.377774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 10s - loss: 4.5344 - accuracy: 0.9539
2024-12-03 15:49:50.641037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 10s - loss: 4.4063 - accuracy: 0.9545
2024-12-03 15:49:50.892766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 4.4798 - accuracy: 0.9524
2024-12-03 15:49:51.145921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 4.4330 - accuracy: 0.9531
2024-12-03 15:49:51.396094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 9s - loss: 4.2999 - accuracy: 0.9538 
2024-12-03 15:49:51.717549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 9s - loss: 4.1345 - accuracy: 0.9555
2024-12-03 15:49:51.963846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 4.0772 - accuracy: 0.9549
2024-12-03 15:49:52.216965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 4.0493 - accuracy: 0.9554
2024-12-03 15:49:52.467900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 8s - loss: 3.9097 - accuracy: 0.9569
2024-12-03 15:49:52.721706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 8s - loss: 4.0737 - accuracy: 0.9563
2024-12-03 15:49:52.974714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 3.9842 - accuracy: 0.9556
2024-12-03 15:49:53.233202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 3.9701 - accuracy: 0.9561
2024-12-03 15:49:53.494601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 7s - loss: 3.8808 - accuracy: 0.9564
2024-12-03 15:49:53.760444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 7s - loss: 3.8846 - accuracy: 0.9568
2024-12-03 15:49:54.018263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 4.3399 - accuracy: 0.9554
2024-12-03 15:49:54.322266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 4.6178 - accuracy: 0.9557
2024-12-03 15:49:54.611232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 6s - loss: 4.5882 - accuracy: 0.9561
2024-12-03 15:49:54.875434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 4.4675 - accuracy: 0.9572
2024-12-03 15:49:55.132055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 4.3936 - accuracy: 0.9575
2024-12-03 15:49:55.398930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 4.2846 - accuracy: 0.9578
2024-12-03 15:49:55.660114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 5s - loss: 4.3565 - accuracy: 0.9566
2024-12-03 15:49:55.920307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 4.4114 - accuracy: 0.9561
2024-12-03 15:49:56.180706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 4.3088 - accuracy: 0.9571
2024-12-03 15:49:56.446472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 4.2114 - accuracy: 0.9574
2024-12-03 15:49:56.750539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 4.1178 - accuracy: 0.9583
2024-12-03 15:49:57.014585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 4.0948 - accuracy: 0.9586
2024-12-03 15:49:57.274654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 4.0232 - accuracy: 0.9588
2024-12-03 15:49:57.532982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 3s - loss: 3.9914 - accuracy: 0.9590
2024-12-03 15:49:57.796165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 4.0025 - accuracy: 0.9592
2024-12-03 15:49:58.083867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 3.9602 - accuracy: 0.9594
2024-12-03 15:49:58.353061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 3.8872 - accuracy: 0.9596
2024-12-03 15:49:58.711248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 2s - loss: 3.9173 - accuracy: 0.9591
2024-12-03 15:49:58.967955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 3.8943 - accuracy: 0.9593
2024-12-03 15:49:59.229770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 3.8222 - accuracy: 0.9601
2024-12-03 15:49:59.488311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 3.7549 - accuracy: 0.9602
2024-12-03 15:49:59.747725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 3.6878 - accuracy: 0.9609
2024-12-03 15:50:00.014789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 3.7580 - accuracy: 0.9605
2024-12-03 15:50:00.272513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 3.7038 - accuracy: 0.9607
2024-12-03 15:50:00.533635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 3.6690 - accuracy: 0.9608
2024-12-03 15:50:00.789230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 3.6911 - accuracy: 0.9594
2024-12-03 15:50:01.089917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 3.6306 - accuracy: 0.9600
2024-12-03 15:50:01.337703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 3.5435 - accuracy: 0.9610
2024-12-03 15:50:01.588953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 26s 422ms/step - loss: 3.5435 - accuracy: 0.9610 - val_loss: 2.7012 - val_accuracy: 0.9780
Epoch 4/50

2024-12-03 15:50:11.583545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 3.1409 - accuracy: 0.9688
2024-12-03 15:50:11.943518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 4.5770 - accuracy: 0.9531
2024-12-03 15:50:12.184624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 14s - loss: 4.6622 - accuracy: 0.9479
2024-12-03 15:50:12.436356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 14s - loss: 4.9244 - accuracy: 0.9453
2024-12-03 15:50:12.687220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 14s - loss: 3.9396 - accuracy: 0.9563
2024-12-03 15:50:12.967690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 14s - loss: 3.2830 - accuracy: 0.9635
2024-12-03 15:50:13.225662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 14s - loss: 4.9691 - accuracy: 0.9598
2024-12-03 15:50:13.491912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 14s - loss: 4.7162 - accuracy: 0.9570
2024-12-03 15:50:13.798264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 14s - loss: 4.3259 - accuracy: 0.9583
2024-12-03 15:50:14.093399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 4.2946 - accuracy: 0.9594
2024-12-03 15:50:14.352511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 3.9042 - accuracy: 0.9631
2024-12-03 15:50:14.624607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 4.3474 - accuracy: 0.9635
2024-12-03 15:50:14.885502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 13s - loss: 4.4282 - accuracy: 0.9639
2024-12-03 15:50:15.174028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 13s - loss: 4.1119 - accuracy: 0.9665
2024-12-03 15:50:15.449958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 3.9048 - accuracy: 0.9646
2024-12-03 15:50:15.752405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 4.3772 - accuracy: 0.9609
2024-12-03 15:50:16.033981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 12s - loss: 4.3974 - accuracy: 0.9577
2024-12-03 15:50:16.350811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 4.5676 - accuracy: 0.9549
2024-12-03 15:50:16.655565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 4.4431 - accuracy: 0.9556
2024-12-03 15:50:16.923017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 4.7547 - accuracy: 0.9531
2024-12-03 15:50:17.199121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 11s - loss: 4.5283 - accuracy: 0.9554
2024-12-03 15:50:17.467794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 4.3225 - accuracy: 0.9574
2024-12-03 15:50:17.737298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 4.1345 - accuracy: 0.9592
2024-12-03 15:50:18.072005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 4.1378 - accuracy: 0.9583
2024-12-03 15:50:18.337877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 3.9892 - accuracy: 0.9588
2024-12-03 15:50:18.633230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 3.8358 - accuracy: 0.9603
2024-12-03 15:50:18.919920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 4.0254 - accuracy: 0.9583
2024-12-03 15:50:19.211223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 4.1978 - accuracy: 0.9576 
2024-12-03 15:50:19.488590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 4.0530 - accuracy: 0.9591
2024-12-03 15:50:19.752687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 3.9181 - accuracy: 0.9604
2024-12-03 15:50:20.027148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 4.1205 - accuracy: 0.9597
2024-12-03 15:50:20.312383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 3.9917 - accuracy: 0.9609
2024-12-03 15:50:20.632631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 4.2908 - accuracy: 0.9602
2024-12-03 15:50:20.904031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 4.1646 - accuracy: 0.9614
2024-12-03 15:50:21.170246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 4.1035 - accuracy: 0.9616
2024-12-03 15:50:21.434445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 3.9895 - accuracy: 0.9627
2024-12-03 15:50:21.706457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 3.9807 - accuracy: 0.9628
2024-12-03 15:50:21.990676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 3.9150 - accuracy: 0.9622
2024-12-03 15:50:22.275252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 4.3292 - accuracy: 0.9615
2024-12-03 15:50:22.541203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 4.2736 - accuracy: 0.9617
2024-12-03 15:50:22.819637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 4.1694 - accuracy: 0.9627
2024-12-03 15:50:23.149915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 4.0701 - accuracy: 0.9635
2024-12-03 15:50:23.413758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 4.0670 - accuracy: 0.9637
2024-12-03 15:50:23.694356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 4.0575 - accuracy: 0.9631
2024-12-03 15:50:23.993380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 3.9673 - accuracy: 0.9639
2024-12-03 15:50:24.284262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 3.9466 - accuracy: 0.9633
2024-12-03 15:50:24.558651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 3.8626 - accuracy: 0.9641
2024-12-03 15:50:24.838352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 3.7822 - accuracy: 0.9648
2024-12-03 15:50:25.118067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 3.7260 - accuracy: 0.9643
2024-12-03 15:50:25.384917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 3.6515 - accuracy: 0.9650
2024-12-03 15:50:25.704374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 3.5799 - accuracy: 0.9657
2024-12-03 15:50:25.986552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 3.5663 - accuracy: 0.9657
2024-12-03 15:50:26.280321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 3.6611 - accuracy: 0.9658
2024-12-03 15:50:26.561447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 3.5933 - accuracy: 0.9664
2024-12-03 15:50:26.831965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 3.8108 - accuracy: 0.9659
2024-12-03 15:50:27.108012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 3.7428 - accuracy: 0.9665
2024-12-03 15:50:27.374478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 3.6771 - accuracy: 0.9671
2024-12-03 15:50:27.672118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 3.7122 - accuracy: 0.9671
2024-12-03 15:50:27.949402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 3.7075 - accuracy: 0.9666
2024-12-03 15:50:28.256294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 3.8038 - accuracy: 0.9661
2024-12-03 15:50:28.528966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 3.7415 - accuracy: 0.9667
2024-12-03 15:50:28.798426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 3.8066 - accuracy: 0.9665
2024-12-03 15:50:29.059163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 27s 426ms/step - loss: 3.8066 - accuracy: 0.9665 - val_loss: 1.9373 - val_accuracy: 0.9790
Epoch 5/50

2024-12-03 15:50:38.366849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 1.1166 - accuracy: 0.9688
2024-12-03 15:50:38.701084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 13s - loss: 0.5583 - accuracy: 0.9844
2024-12-03 15:50:38.929997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 0.9202 - accuracy: 0.9792
2024-12-03 15:50:39.161945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 1.1908 - accuracy: 0.9766
2024-12-03 15:50:39.410934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 3.0761 - accuracy: 0.9563
2024-12-03 15:50:39.670786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 13s - loss: 3.2477 - accuracy: 0.9531
2024-12-03 15:50:39.927069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 13s - loss: 2.9373 - accuracy: 0.9554
2024-12-03 15:50:40.183991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 13s - loss: 2.6130 - accuracy: 0.9570
2024-12-03 15:50:40.451211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 2.6350 - accuracy: 0.9583
2024-12-03 15:50:40.713791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 2.3715 - accuracy: 0.9625
2024-12-03 15:50:40.978345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 3.2811 - accuracy: 0.9574
2024-12-03 15:50:41.235228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 12s - loss: 3.1328 - accuracy: 0.9583
2024-12-03 15:50:41.503691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 12s - loss: 3.4930 - accuracy: 0.9567
2024-12-03 15:50:41.760255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 12s - loss: 3.3292 - accuracy: 0.9576
2024-12-03 15:50:42.024255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 12s - loss: 3.1650 - accuracy: 0.9583
2024-12-03 15:50:42.295717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 2.9736 - accuracy: 0.9590
2024-12-03 15:50:42.558627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 11s - loss: 3.1382 - accuracy: 0.9596
2024-12-03 15:50:42.820452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 11s - loss: 2.9639 - accuracy: 0.9618
2024-12-03 15:50:43.084802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 11s - loss: 3.2375 - accuracy: 0.9622
2024-12-03 15:50:43.353572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 3.1412 - accuracy: 0.9625
2024-12-03 15:50:43.624320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 10s - loss: 3.2647 - accuracy: 0.9598
2024-12-03 15:50:43.897707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 10s - loss: 3.3592 - accuracy: 0.9602
2024-12-03 15:50:44.168871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 3.7997 - accuracy: 0.9579
2024-12-03 15:50:44.435607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 3.6414 - accuracy: 0.9596
2024-12-03 15:50:44.709975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 9s - loss: 3.8757 - accuracy: 0.9588 
2024-12-03 15:50:44.979138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 9s - loss: 3.7267 - accuracy: 0.9603
2024-12-03 15:50:45.250061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 3.6424 - accuracy: 0.9606
2024-12-03 15:50:45.518464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 3.5123 - accuracy: 0.9621
2024-12-03 15:50:45.792157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 8s - loss: 3.3912 - accuracy: 0.9634
2024-12-03 15:50:46.114852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 8s - loss: 3.4319 - accuracy: 0.9625
2024-12-03 15:50:46.372909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 3.3215 - accuracy: 0.9637
2024-12-03 15:50:46.635333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 3.5489 - accuracy: 0.9629
2024-12-03 15:50:46.906160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 7s - loss: 3.8404 - accuracy: 0.9602
2024-12-03 15:50:47.179246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 7s - loss: 3.7275 - accuracy: 0.9614
2024-12-03 15:50:47.449023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 3.6721 - accuracy: 0.9616
2024-12-03 15:50:47.726695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 3.5701 - accuracy: 0.9627
2024-12-03 15:50:47.992303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 6s - loss: 3.4736 - accuracy: 0.9637
2024-12-03 15:50:48.261538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 3.3822 - accuracy: 0.9646
2024-12-03 15:50:48.534618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 3.5727 - accuracy: 0.9639
2024-12-03 15:50:48.795323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 3.4834 - accuracy: 0.9648
2024-12-03 15:50:49.066030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 5s - loss: 3.4116 - accuracy: 0.9649
2024-12-03 15:50:49.345741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 3.3591 - accuracy: 0.9650
2024-12-03 15:50:49.657272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 3.3021 - accuracy: 0.9651
2024-12-03 15:50:49.928055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 3.2271 - accuracy: 0.9659
2024-12-03 15:50:50.205146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 3.1594 - accuracy: 0.9660
2024-12-03 15:50:50.483044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 3.1457 - accuracy: 0.9654
2024-12-03 15:50:50.742826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 3.1051 - accuracy: 0.9641
2024-12-03 15:50:51.037011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 3.1322 - accuracy: 0.9629
2024-12-03 15:50:51.290488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 3.0682 - accuracy: 0.9636
2024-12-03 15:50:51.554162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 3.0069 - accuracy: 0.9644
2024-12-03 15:50:51.823031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 2.9479 - accuracy: 0.9651
2024-12-03 15:50:52.098741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 2s - loss: 2.8912 - accuracy: 0.9657
2024-12-03 15:50:52.384493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 2.8367 - accuracy: 0.9664
2024-12-03 15:50:52.653738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 2.8610 - accuracy: 0.9659
2024-12-03 15:50:52.922087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 3.1479 - accuracy: 0.9636
2024-12-03 15:50:53.186970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 3.0917 - accuracy: 0.9643
2024-12-03 15:50:53.454209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 3.0572 - accuracy: 0.9644
2024-12-03 15:50:53.722466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 3.0393 - accuracy: 0.9644
2024-12-03 15:50:53.985655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 2.9878 - accuracy: 0.9650
2024-12-03 15:50:54.255886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 3.0987 - accuracy: 0.9646
2024-12-03 15:50:54.524155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 3.0772 - accuracy: 0.9647
2024-12-03 15:50:54.797543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 3.1648 - accuracy: 0.9650
2024-12-03 15:50:55.062046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 24s 381ms/step - loss: 3.1648 - accuracy: 0.9650 - val_loss: 3.3143 - val_accuracy: 0.9780
Epoch 6/50

2024-12-03 15:51:02.327788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 2.4031 - accuracy: 0.9688
2024-12-03 15:51:02.665841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 16s - loss: 1.2015 - accuracy: 0.9844
2024-12-03 15:51:02.934456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 16s - loss: 4.5731 - accuracy: 0.9583
2024-12-03 15:51:03.202890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 15s - loss: 4.9681 - accuracy: 0.9453
2024-12-03 15:51:03.476262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 15s - loss: 4.1809 - accuracy: 0.9500
2024-12-03 15:51:03.744575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 15s - loss: 3.4841 - accuracy: 0.9583
2024-12-03 15:51:04.013954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 2.9864 - accuracy: 0.9643
2024-12-03 15:51:04.279809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 14s - loss: 3.7498 - accuracy: 0.9609
2024-12-03 15:51:04.547509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 14s - loss: 3.4736 - accuracy: 0.9618
2024-12-03 15:51:04.814791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 3.6688 - accuracy: 0.9625
2024-12-03 15:51:05.086389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 3.7786 - accuracy: 0.9602
2024-12-03 15:51:05.358280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 3.7141 - accuracy: 0.9609
2024-12-03 15:51:05.625030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 13s - loss: 3.4284 - accuracy: 0.9639
2024-12-03 15:51:05.945121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 13s - loss: 3.3770 - accuracy: 0.9643
2024-12-03 15:51:06.197902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 3.1518 - accuracy: 0.9667
2024-12-03 15:51:06.467821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 2.9548 - accuracy: 0.9688
2024-12-03 15:51:06.744104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 12s - loss: 2.7810 - accuracy: 0.9706
2024-12-03 15:51:07.017120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 3.0462 - accuracy: 0.9688
2024-12-03 15:51:07.295299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 11s - loss: 2.9389 - accuracy: 0.9688
2024-12-03 15:51:07.573388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 2.7920 - accuracy: 0.9703
2024-12-03 15:51:07.860600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 11s - loss: 2.6590 - accuracy: 0.9717
2024-12-03 15:51:08.126149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 2.6477 - accuracy: 0.9716
2024-12-03 15:51:08.409312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 2.5520 - accuracy: 0.9715
2024-12-03 15:51:08.685346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 2.4630 - accuracy: 0.9714
2024-12-03 15:51:08.960773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 2.3645 - accuracy: 0.9725
2024-12-03 15:51:09.285083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 2.2777 - accuracy: 0.9724
2024-12-03 15:51:09.551213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 2.2757 - accuracy: 0.9722 
2024-12-03 15:51:09.822151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 2.1944 - accuracy: 0.9732
2024-12-03 15:51:10.096301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 2.1187 - accuracy: 0.9741
2024-12-03 15:51:10.366794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 2.1656 - accuracy: 0.9729
2024-12-03 15:51:10.642281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 2.0958 - accuracy: 0.9738
2024-12-03 15:51:10.908604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 2.0768 - accuracy: 0.9727
2024-12-03 15:51:11.170921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 2.1868 - accuracy: 0.9725
2024-12-03 15:51:11.441461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 7s - loss: 2.2583 - accuracy: 0.9715
2024-12-03 15:51:11.702251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 2.1938 - accuracy: 0.9723
2024-12-03 15:51:11.969394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 2.1329 - accuracy: 0.9731
2024-12-03 15:51:12.241208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 2.1254 - accuracy: 0.9730
2024-12-03 15:51:12.542935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 2.0853 - accuracy: 0.9729
2024-12-03 15:51:12.837537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 2.0318 - accuracy: 0.9736
2024-12-03 15:51:13.157085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 2.1206 - accuracy: 0.9734
2024-12-03 15:51:13.495899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 2.0689 - accuracy: 0.9741
2024-12-03 15:51:13.848812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 2.1335 - accuracy: 0.9740
2024-12-03 15:51:14.228106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 2.1389 - accuracy: 0.9738
2024-12-03 15:51:14.594123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 2.0903 - accuracy: 0.9744
2024-12-03 15:51:14.937182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 2.0439 - accuracy: 0.9750
2024-12-03 15:51:15.261707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 2.1516 - accuracy: 0.9735
2024-12-03 15:51:15.577260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 2.1127 - accuracy: 0.9734
2024-12-03 15:51:15.874388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 2.1108 - accuracy: 0.9727
2024-12-03 15:51:16.162816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 2.0706 - accuracy: 0.9726
2024-12-03 15:51:16.472820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 2.2138 - accuracy: 0.9719
2024-12-03 15:51:16.757985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 2.1704 - accuracy: 0.9724
2024-12-03 15:51:17.036644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 2.1387 - accuracy: 0.9724
2024-12-03 15:51:17.314501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 2.0984 - accuracy: 0.9729
2024-12-03 15:51:17.597601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 2.1232 - accuracy: 0.9728
2024-12-03 15:51:17.876910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 2.1189 - accuracy: 0.9722
2024-12-03 15:51:18.154700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 2.1902 - accuracy: 0.9715
2024-12-03 15:51:18.441159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 2.1517 - accuracy: 0.9720
2024-12-03 15:51:18.723066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 2.1503 - accuracy: 0.9720
2024-12-03 15:51:19.002283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 2.1138 - accuracy: 0.9725
2024-12-03 15:51:19.282032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 2.0931 - accuracy: 0.9724
2024-12-03 15:51:19.550009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 2.0588 - accuracy: 0.9728
2024-12-03 15:51:19.814132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 2.0559 - accuracy: 0.9720
2024-12-03 15:51:20.096199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 26s 408ms/step - loss: 2.0559 - accuracy: 0.9720 - val_loss: 2.6552 - val_accuracy: 0.9750
Epoch 7/50

2024-12-03 15:51:27.969058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 2.7897 - accuracy: 0.9375
2024-12-03 15:51:28.310267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 16s - loss: 4.3139 - accuracy: 0.9219
2024-12-03 15:51:28.575283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 15s - loss: 2.8759 - accuracy: 0.9479
2024-12-03 15:51:28.827885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 15s - loss: 2.1569 - accuracy: 0.9609
2024-12-03 15:51:29.081933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 15s - loss: 1.7256 - accuracy: 0.9688
2024-12-03 15:51:29.341766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 14s - loss: 1.7988 - accuracy: 0.9688
2024-12-03 15:51:29.596455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 14s - loss: 1.9627 - accuracy: 0.9688
2024-12-03 15:51:29.845753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 14s - loss: 1.7174 - accuracy: 0.9727
2024-12-03 15:51:30.109643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 2.3254 - accuracy: 0.9722
2024-12-03 15:51:30.365584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 2.4281 - accuracy: 0.9688
2024-12-03 15:51:30.619763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 2.9977 - accuracy: 0.9688
2024-12-03 15:51:30.876499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 2.8465 - accuracy: 0.9688
2024-12-03 15:51:31.145568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 12s - loss: 2.6276 - accuracy: 0.9712
2024-12-03 15:51:31.409623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 12s - loss: 2.5068 - accuracy: 0.9710
2024-12-03 15:51:31.665892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 12s - loss: 2.4119 - accuracy: 0.9708
2024-12-03 15:51:31.926080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 2.4196 - accuracy: 0.9707
2024-12-03 15:51:32.183296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 11s - loss: 2.2773 - accuracy: 0.9724
2024-12-03 15:51:32.442582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 11s - loss: 2.1508 - accuracy: 0.9740
2024-12-03 15:51:32.701281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 11s - loss: 2.1468 - accuracy: 0.9737
2024-12-03 15:51:32.966088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 2.0395 - accuracy: 0.9750
2024-12-03 15:51:33.232732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 10s - loss: 2.1199 - accuracy: 0.9747
2024-12-03 15:51:33.502722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 10s - loss: 2.0235 - accuracy: 0.9759
2024-12-03 15:51:33.765539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 2.1844 - accuracy: 0.9728
2024-12-03 15:51:34.034920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 2.2429 - accuracy: 0.9714
2024-12-03 15:51:34.333749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 9s - loss: 2.4312 - accuracy: 0.9700 
2024-12-03 15:51:34.603724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 9s - loss: 2.3693 - accuracy: 0.9700
2024-12-03 15:51:34.869654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 2.2815 - accuracy: 0.9711
2024-12-03 15:51:35.131992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 2.2001 - accuracy: 0.9721
2024-12-03 15:51:35.400295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 8s - loss: 2.1242 - accuracy: 0.9731
2024-12-03 15:51:35.663302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 8s - loss: 2.0784 - accuracy: 0.9729
2024-12-03 15:51:35.930634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 2.1384 - accuracy: 0.9718
2024-12-03 15:51:36.198492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 2.0716 - accuracy: 0.9727
2024-12-03 15:51:36.461014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 7s - loss: 2.0088 - accuracy: 0.9735
2024-12-03 15:51:36.728604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 7s - loss: 2.1665 - accuracy: 0.9724
2024-12-03 15:51:37.034197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 2.1046 - accuracy: 0.9732
2024-12-03 15:51:37.286692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 2.0462 - accuracy: 0.9740
2024-12-03 15:51:37.559784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 6s - loss: 2.0250 - accuracy: 0.9738
2024-12-03 15:51:37.832738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 2.0423 - accuracy: 0.9737
2024-12-03 15:51:38.098224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 1.9900 - accuracy: 0.9744
2024-12-03 15:51:38.360469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 1.9426 - accuracy: 0.9742
2024-12-03 15:51:38.625800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 5s - loss: 1.9539 - accuracy: 0.9741
2024-12-03 15:51:38.902161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 1.9074 - accuracy: 0.9747
2024-12-03 15:51:39.172830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 1.8630 - accuracy: 0.9753
2024-12-03 15:51:39.453126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 1.8579 - accuracy: 0.9751
2024-12-03 15:51:39.717075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 1.8166 - accuracy: 0.9757
2024-12-03 15:51:40.021900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 1.7771 - accuracy: 0.9762
2024-12-03 15:51:40.280415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 1.8189 - accuracy: 0.9761
2024-12-03 15:51:40.544565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 3s - loss: 1.7810 - accuracy: 0.9766
2024-12-03 15:51:40.812372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 1.7978 - accuracy: 0.9764
2024-12-03 15:51:41.080703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 1.8047 - accuracy: 0.9762
2024-12-03 15:51:41.347797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 1.7693 - accuracy: 0.9767
2024-12-03 15:51:41.620187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 2s - loss: 1.7352 - accuracy: 0.9772
2024-12-03 15:51:41.883476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 1.7025 - accuracy: 0.9776
2024-12-03 15:51:42.154118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 1.6998 - accuracy: 0.9774
2024-12-03 15:51:42.408887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 1.6757 - accuracy: 0.9773
2024-12-03 15:51:42.670623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 1.6457 - accuracy: 0.9777
2024-12-03 15:51:42.944047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 1.6169 - accuracy: 0.9781
2024-12-03 15:51:43.209474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 1.5890 - accuracy: 0.9784
2024-12-03 15:51:43.477602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 1.5621 - accuracy: 0.9788
2024-12-03 15:51:43.740528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 1.5360 - accuracy: 0.9792
2024-12-03 15:51:44.006975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 1.5108 - accuracy: 0.9795
2024-12-03 15:51:44.285413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 1.4769 - accuracy: 0.9795
2024-12-03 15:51:44.549174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 24s 378ms/step - loss: 1.4769 - accuracy: 0.9795 - val_loss: 3.3302 - val_accuracy: 0.9740
Epoch 8/50

2024-12-03 15:51:51.756559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 1.0921 - accuracy: 0.9688
2024-12-03 15:51:52.094736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 16s - loss: 5.1715 - accuracy: 0.9531
2024-12-03 15:51:52.362571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 16s - loss: 3.4477 - accuracy: 0.9688
2024-12-03 15:51:52.633498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 15s - loss: 2.5858 - accuracy: 0.9766
2024-12-03 15:51:52.906830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 15s - loss: 2.0686 - accuracy: 0.9812
2024-12-03 15:51:53.174103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 15s - loss: 1.7239 - accuracy: 0.9844
2024-12-03 15:51:53.443345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 1.4777 - accuracy: 0.9866
2024-12-03 15:51:53.715004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 14s - loss: 1.3252 - accuracy: 0.9844
2024-12-03 15:51:53.985152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 14s - loss: 1.4065 - accuracy: 0.9826
2024-12-03 15:51:54.258287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 1.6263 - accuracy: 0.9781
2024-12-03 15:51:54.528503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 14s - loss: 1.4785 - accuracy: 0.9801
2024-12-03 15:51:54.800372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 1.3553 - accuracy: 0.9818
2024-12-03 15:51:55.067589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 13s - loss: 1.2510 - accuracy: 0.9832
2024-12-03 15:51:55.366803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 13s - loss: 1.1617 - accuracy: 0.9844
2024-12-03 15:51:55.632794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 1.4738 - accuracy: 0.9812
2024-12-03 15:51:55.918403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 12s - loss: 2.6332 - accuracy: 0.9688
2024-12-03 15:51:56.200351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 12s - loss: 3.6999 - accuracy: 0.9614
2024-12-03 15:51:56.479166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 3.6088 - accuracy: 0.9618
2024-12-03 15:51:56.762295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 3.4866 - accuracy: 0.9605
2024-12-03 15:51:57.036600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 3.4170 - accuracy: 0.9609
2024-12-03 15:51:57.311863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 11s - loss: 3.2543 - accuracy: 0.9628
2024-12-03 15:51:57.584828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 3.1064 - accuracy: 0.9645
2024-12-03 15:51:57.866442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 3.0134 - accuracy: 0.9633
2024-12-03 15:51:58.137300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 2.8879 - accuracy: 0.9648
2024-12-03 15:51:58.413181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 2.7723 - accuracy: 0.9663
2024-12-03 15:51:58.738978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 2.7148 - accuracy: 0.9663
2024-12-03 15:51:59.004562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 2.8159 - accuracy: 0.9664 
2024-12-03 15:51:59.279959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 2.7153 - accuracy: 0.9676
2024-12-03 15:51:59.543739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 2.6217 - accuracy: 0.9688
2024-12-03 15:51:59.811039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 2.5840 - accuracy: 0.9688
2024-12-03 15:52:00.085269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 2.6946 - accuracy: 0.9677
2024-12-03 15:52:00.356500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 2.8714 - accuracy: 0.9668
2024-12-03 15:52:00.632159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 2.8413 - accuracy: 0.9659
2024-12-03 15:52:00.909890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 2.9101 - accuracy: 0.9651
2024-12-03 15:52:01.218611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 2.9370 - accuracy: 0.9643
2024-12-03 15:52:01.491936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 2.8554 - accuracy: 0.9653
2024-12-03 15:52:01.760855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 3.0396 - accuracy: 0.9654
2024-12-03 15:52:02.034126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 2.9596 - accuracy: 0.9663
2024-12-03 15:52:02.308831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 2.8907 - accuracy: 0.9655
2024-12-03 15:52:02.584449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 2.8184 - accuracy: 0.9664
2024-12-03 15:52:02.856243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 2.7497 - accuracy: 0.9672
2024-12-03 15:52:03.129774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 2.7442 - accuracy: 0.9673
2024-12-03 15:52:03.398971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 2.6805 - accuracy: 0.9680
2024-12-03 15:52:03.671073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 2.6876 - accuracy: 0.9673
2024-12-03 15:52:03.951805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 2.7115 - accuracy: 0.9667
2024-12-03 15:52:04.219650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 2.6526 - accuracy: 0.9674
2024-12-03 15:52:04.494765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 2.6361 - accuracy: 0.9674
2024-12-03 15:52:04.764279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 2.5925 - accuracy: 0.9668
2024-12-03 15:52:05.044256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 2.5396 - accuracy: 0.9675
2024-12-03 15:52:05.321651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 2.4888 - accuracy: 0.9681
2024-12-03 15:52:05.588637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 2.4484 - accuracy: 0.9681
2024-12-03 15:52:05.861458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 2.4013 - accuracy: 0.9688
2024-12-03 15:52:06.133081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 2.3560 - accuracy: 0.9693
2024-12-03 15:52:06.408783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 2.3773 - accuracy: 0.9682
2024-12-03 15:52:06.671630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 2.3390 - accuracy: 0.9682
2024-12-03 15:52:06.940441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 2.3587 - accuracy: 0.9682
2024-12-03 15:52:07.208047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 2.3173 - accuracy: 0.9688
2024-12-03 15:52:07.473602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 2.2946 - accuracy: 0.9688
2024-12-03 15:52:07.743628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 2.3227 - accuracy: 0.9688
2024-12-03 15:52:08.012451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 2.2840 - accuracy: 0.9693
2024-12-03 15:52:08.277973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 2.2705 - accuracy: 0.9693
2024-12-03 15:52:08.546091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 2.2160 - accuracy: 0.9700
2024-12-03 15:52:08.812178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 28s 451ms/step - loss: 2.2160 - accuracy: 0.9700 - val_loss: 1.4878 - val_accuracy: 0.9830
Epoch 9/50

2024-12-03 15:52:20.080651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 3.6880e-07 - accuracy: 1.0000
2024-12-03 15:52:20.407766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 0.7551 - accuracy: 0.9844    
2024-12-03 15:52:20.637997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 3.1767 - accuracy: 0.9583
2024-12-03 15:52:20.869046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 3.6980 - accuracy: 0.9609
2024-12-03 15:52:21.104223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 3.5709 - accuracy: 0.9563
2024-12-03 15:52:21.360496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 13s - loss: 3.5984 - accuracy: 0.9531
2024-12-03 15:52:21.610597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 13s - loss: 3.0843 - accuracy: 0.9598
2024-12-03 15:52:21.861700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 13s - loss: 2.7493 - accuracy: 0.9609
2024-12-03 15:52:22.110437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 2.5633 - accuracy: 0.9618
2024-12-03 15:52:22.352849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 2.3070 - accuracy: 0.9656
2024-12-03 15:52:22.657671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 2.4704 - accuracy: 0.9659
2024-12-03 15:52:22.909787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 12s - loss: 2.7767 - accuracy: 0.9661
2024-12-03 15:52:23.171786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 12s - loss: 2.7422 - accuracy: 0.9663
2024-12-03 15:52:23.429781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 12s - loss: 2.5542 - accuracy: 0.9665
2024-12-03 15:52:23.683646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 12s - loss: 2.5670 - accuracy: 0.9667
2024-12-03 15:52:23.934866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 11s - loss: 2.4597 - accuracy: 0.9648
2024-12-03 15:52:24.196018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 11s - loss: 2.3151 - accuracy: 0.9669
2024-12-03 15:52:24.449944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 11s - loss: 2.1864 - accuracy: 0.9688
2024-12-03 15:52:24.707769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 11s - loss: 2.0906 - accuracy: 0.9688
2024-12-03 15:52:24.962152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 10s - loss: 2.2314 - accuracy: 0.9672
2024-12-03 15:52:25.264847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 10s - loss: 2.1251 - accuracy: 0.9688
2024-12-03 15:52:25.527442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 10s - loss: 2.1500 - accuracy: 0.9688
2024-12-03 15:52:25.794097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 10s - loss: 2.3129 - accuracy: 0.9674
2024-12-03 15:52:26.052890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 2.2218 - accuracy: 0.9674
2024-12-03 15:52:26.319713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 9s - loss: 2.1330 - accuracy: 0.9688 
2024-12-03 15:52:26.601880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 9s - loss: 2.0762 - accuracy: 0.9688
2024-12-03 15:52:26.882924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 9s - loss: 2.1048 - accuracy: 0.9676
2024-12-03 15:52:27.160613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 2.4557 - accuracy: 0.9654
2024-12-03 15:52:27.436245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 8s - loss: 2.5130 - accuracy: 0.9655
2024-12-03 15:52:27.701199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 8s - loss: 2.4917 - accuracy: 0.9656
2024-12-03 15:52:27.986461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 8s - loss: 2.5436 - accuracy: 0.9647
2024-12-03 15:52:28.275726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 2.4670 - accuracy: 0.9648
2024-12-03 15:52:28.590783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 7s - loss: 2.4088 - accuracy: 0.9650
2024-12-03 15:52:28.898228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 7s - loss: 2.3380 - accuracy: 0.9660
2024-12-03 15:52:29.218656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 2.4952 - accuracy: 0.9661
2024-12-03 15:52:29.529873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 2.4616 - accuracy: 0.9661
2024-12-03 15:52:29.822102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 2.3951 - accuracy: 0.9671
2024-12-03 15:52:30.115921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 6s - loss: 2.3893 - accuracy: 0.9663
2024-12-03 15:52:30.405869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 2.3280 - accuracy: 0.9671
2024-12-03 15:52:30.723675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 2.2698 - accuracy: 0.9680
2024-12-03 15:52:31.008271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 5s - loss: 2.2145 - accuracy: 0.9688
2024-12-03 15:52:31.288907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 5s - loss: 2.4752 - accuracy: 0.9680
2024-12-03 15:52:31.572231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 2.4300 - accuracy: 0.9680
2024-12-03 15:52:31.858881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 2.5705 - accuracy: 0.9673
2024-12-03 15:52:32.141927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 4s - loss: 2.5570 - accuracy: 0.9667
2024-12-03 15:52:32.422430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 2.5730 - accuracy: 0.9654
2024-12-03 15:52:32.708792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 2.5183 - accuracy: 0.9661
2024-12-03 15:52:32.992230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 2.4658 - accuracy: 0.9668
2024-12-03 15:52:33.309672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 3s - loss: 2.4155 - accuracy: 0.9675
2024-12-03 15:52:33.600710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 2.4337 - accuracy: 0.9675
2024-12-03 15:52:33.891453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 2.3881 - accuracy: 0.9675
2024-12-03 15:52:34.167057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 2.3422 - accuracy: 0.9681
2024-12-03 15:52:34.440646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 2.3690 - accuracy: 0.9676
2024-12-03 15:52:34.714293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 2.3802 - accuracy: 0.9676
2024-12-03 15:52:34.988591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 2.3369 - accuracy: 0.9682
2024-12-03 15:52:35.259954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 1s - loss: 2.3548 - accuracy: 0.9682
2024-12-03 15:52:35.524728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 2.3135 - accuracy: 0.9688
2024-12-03 15:52:35.785428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 2.3625 - accuracy: 0.9682
2024-12-03 15:52:36.052379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 2.3931 - accuracy: 0.9682
2024-12-03 15:52:36.328800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 2.3532 - accuracy: 0.9688
2024-12-03 15:52:36.604663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 2.3555 - accuracy: 0.9688
2024-12-03 15:52:36.877614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 2.2989 - accuracy: 0.9695
2024-12-03 15:52:37.142321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 25s 398ms/step - loss: 2.2989 - accuracy: 0.9695 - val_loss: 2.0234 - val_accuracy: 0.9820
Epoch 10/50

2024-12-03 15:52:45.101761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 5.4297e-05 - accuracy: 1.0000
2024-12-03 15:52:45.458746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 2.7148e-05 - accuracy: 1.0000
2024-12-03 15:52:45.749183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 17s - loss: 1.8099e-05 - accuracy: 1.0000
2024-12-03 15:52:46.027442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 17s - loss: 1.3574e-05 - accuracy: 1.0000
2024-12-03 15:52:46.327975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 16s - loss: 0.4905 - accuracy: 0.9937    
2024-12-03 15:52:46.607880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 16s - loss: 0.4087 - accuracy: 0.9948
2024-12-03 15:52:46.892476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 0.3503 - accuracy: 0.9955
2024-12-03 15:52:47.163992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.7214 - accuracy: 0.9844
2024-12-03 15:52:47.433339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 0.9469 - accuracy: 0.9826
2024-12-03 15:52:47.698634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 1.2834 - accuracy: 0.9812
2024-12-03 15:52:47.964634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 14s - loss: 1.8733 - accuracy: 0.9744
2024-12-03 15:52:48.278794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 14s - loss: 1.7172 - accuracy: 0.9766
2024-12-03 15:52:48.559446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 14s - loss: 1.7926 - accuracy: 0.9760
2024-12-03 15:52:48.825423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 13s - loss: 1.7438 - accuracy: 0.9732
2024-12-03 15:52:49.103908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 1.6275 - accuracy: 0.9750
2024-12-03 15:52:49.378380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 13s - loss: 1.5258 - accuracy: 0.9766
2024-12-03 15:52:49.652720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 12s - loss: 1.4361 - accuracy: 0.9779
2024-12-03 15:52:49.932274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 1.5337 - accuracy: 0.9774
2024-12-03 15:52:50.214123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 1.5333 - accuracy: 0.9770
2024-12-03 15:52:50.488785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 11s - loss: 1.4583 - accuracy: 0.9766
2024-12-03 15:52:50.769271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 11s - loss: 1.4143 - accuracy: 0.9762
2024-12-03 15:52:51.096133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 1.4782 - accuracy: 0.9759
2024-12-03 15:52:51.379700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 1.4140 - accuracy: 0.9769
2024-12-03 15:52:51.661795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 10s - loss: 1.3551 - accuracy: 0.9779
2024-12-03 15:52:51.936371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 1.3339 - accuracy: 0.9775
2024-12-03 15:52:52.215987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 1.2826 - accuracy: 0.9784
2024-12-03 15:52:52.493026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 1.3460 - accuracy: 0.9780
2024-12-03 15:52:52.776171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 1.2979 - accuracy: 0.9788 
2024-12-03 15:52:53.049638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 1.3407 - accuracy: 0.9774
2024-12-03 15:52:53.327293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 1.2960 - accuracy: 0.9781
2024-12-03 15:52:53.703588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 1.3454 - accuracy: 0.9768
2024-12-03 15:52:54.157520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 1.3034 - accuracy: 0.9775
2024-12-03 15:52:54.597208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 1.2639 - accuracy: 0.9782
2024-12-03 15:52:54.879992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 1.2267 - accuracy: 0.9789
2024-12-03 15:52:55.184281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 1.2007 - accuracy: 0.9786
2024-12-03 15:52:55.495706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 1.1673 - accuracy: 0.9792
2024-12-03 15:52:55.778965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 1.2507 - accuracy: 0.9789
2024-12-03 15:52:56.068164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 1.2319 - accuracy: 0.9786
2024-12-03 15:52:56.405434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 1.2004 - accuracy: 0.9792
2024-12-03 15:52:56.706677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 1.1954 - accuracy: 0.9789
2024-12-03 15:52:56.987244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 1.1737 - accuracy: 0.9787
2024-12-03 15:52:57.284458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 1.1457 - accuracy: 0.9792
2024-12-03 15:52:57.589035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 1.1191 - accuracy: 0.9797
2024-12-03 15:52:57.892820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 1.0937 - accuracy: 0.9801
2024-12-03 15:52:58.195468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 1.0754 - accuracy: 0.9799
2024-12-03 15:52:58.508583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 1.0705 - accuracy: 0.9796
2024-12-03 15:52:58.807537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 1.1824 - accuracy: 0.9781
2024-12-03 15:52:59.109474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 1.1578 - accuracy: 0.9785
2024-12-03 15:52:59.461163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 1.1342 - accuracy: 0.9790
2024-12-03 15:52:59.773917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 1.1115 - accuracy: 0.9794
2024-12-03 15:53:00.078260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 1.0897 - accuracy: 0.9798
2024-12-03 15:53:00.387093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 1.0688 - accuracy: 0.9802
2024-12-03 15:53:00.685977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 1.0486 - accuracy: 0.9805
2024-12-03 15:53:01.000241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 1.0292 - accuracy: 0.9809
2024-12-03 15:53:01.287254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 1.0417 - accuracy: 0.9807
2024-12-03 15:53:01.588989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 1.0417 - accuracy: 0.9799
2024-12-03 15:53:01.877389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 1.0493 - accuracy: 0.9797
2024-12-03 15:53:02.163503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 1.0313 - accuracy: 0.9801
2024-12-03 15:53:02.464986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 1.0138 - accuracy: 0.9804
2024-12-03 15:53:02.755739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.9969 - accuracy: 0.9807
2024-12-03 15:53:03.045754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.9805 - accuracy: 0.9810
2024-12-03 15:53:03.380562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.9755 - accuracy: 0.9810
2024-12-03 15:53:03.661487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 441ms/step - loss: 0.9755 - accuracy: 0.9810 - val_loss: 1.9861 - val_accuracy: 0.9780
Epoch 11/50

2024-12-03 15:53:12.825908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.7469 - accuracy: 0.9688
2024-12-03 15:53:13.171930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.5208 - accuracy: 0.9531
2024-12-03 15:53:13.473013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 17s - loss: 0.3472 - accuracy: 0.9688
2024-12-03 15:53:13.766803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 17s - loss: 0.2604 - accuracy: 0.9766
2024-12-03 15:53:14.042749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 16s - loss: 0.2283 - accuracy: 0.9750
2024-12-03 15:53:14.316523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 16s - loss: 1.1305 - accuracy: 0.9688
2024-12-03 15:53:14.599008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 0.9690 - accuracy: 0.9732
2024-12-03 15:53:14.878284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 1.1644 - accuracy: 0.9727
2024-12-03 15:53:15.159588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 1.2176 - accuracy: 0.9688
2024-12-03 15:53:15.438875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 1.3488 - accuracy: 0.9656
2024-12-03 15:53:15.719026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 14s - loss: 1.2262 - accuracy: 0.9688
2024-12-03 15:53:16.029016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 14s - loss: 1.1779 - accuracy: 0.9688
2024-12-03 15:53:16.369726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 14s - loss: 1.5242 - accuracy: 0.9688
2024-12-03 15:53:16.719387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 1.4154 - accuracy: 0.9710
2024-12-03 15:53:17.056712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 1.3436 - accuracy: 0.9708
2024-12-03 15:53:17.407360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 14s - loss: 1.4983 - accuracy: 0.9707
2024-12-03 15:53:17.778281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 1.4101 - accuracy: 0.9724
2024-12-03 15:53:18.136286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 1.3766 - accuracy: 0.9722
2024-12-03 15:53:18.497977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 1.3734 - accuracy: 0.9704
2024-12-03 15:53:18.811170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 1.3105 - accuracy: 0.9703
2024-12-03 15:53:19.155618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 1.3149 - accuracy: 0.9702
2024-12-03 15:53:19.475952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 1.2552 - accuracy: 0.9716
2024-12-03 15:53:19.806939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 1.2878 - accuracy: 0.9715
2024-12-03 15:53:20.150551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 1.2344 - accuracy: 0.9727
2024-12-03 15:53:20.464474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 1.1850 - accuracy: 0.9737
2024-12-03 15:53:20.780113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 1.3546 - accuracy: 0.9724
2024-12-03 15:53:21.109032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 1.3331 - accuracy: 0.9711
2024-12-03 15:53:21.449694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 1.2932 - accuracy: 0.9710
2024-12-03 15:53:21.822975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 1.2486 - accuracy: 0.9720
2024-12-03 15:53:22.143275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 1.2070 - accuracy: 0.9729
2024-12-03 15:53:22.482291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 1.2376 - accuracy: 0.9728
2024-12-03 15:53:22.822116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 1.2517 - accuracy: 0.9717
2024-12-03 15:53:23.173960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 1.5028 - accuracy: 0.9706 
2024-12-03 15:53:23.520182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 1.4586 - accuracy: 0.9715
2024-12-03 15:53:23.857316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 1.4170 - accuracy: 0.9723
2024-12-03 15:53:24.201769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 1.3957 - accuracy: 0.9722
2024-12-03 15:53:24.512761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 1.3819 - accuracy: 0.9713
2024-12-03 15:53:24.866175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 1.3455 - accuracy: 0.9720
2024-12-03 15:53:25.181699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 1.3110 - accuracy: 0.9728
2024-12-03 15:53:25.513663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 1.2924 - accuracy: 0.9727
2024-12-03 15:53:25.849960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 1.3016 - accuracy: 0.9726
2024-12-03 15:53:26.183189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 1.2707 - accuracy: 0.9732
2024-12-03 15:53:26.518766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 1.2621 - accuracy: 0.9731
2024-12-03 15:53:26.889443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 1.3190 - accuracy: 0.9730
2024-12-03 15:53:27.284506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 1.2897 - accuracy: 0.9736
2024-12-03 15:53:27.710409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 1.2617 - accuracy: 0.9742
2024-12-03 15:53:28.056806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 1.2619 - accuracy: 0.9741
2024-12-03 15:53:28.402962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 1.2356 - accuracy: 0.9746
2024-12-03 15:53:28.745201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 1.2770 - accuracy: 0.9745
2024-12-03 15:53:29.067991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 1.2515 - accuracy: 0.9750
2024-12-03 15:53:29.379355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 1.2501 - accuracy: 0.9749
2024-12-03 15:53:29.693125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 1.2778 - accuracy: 0.9742
2024-12-03 15:53:30.006442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 1.2537 - accuracy: 0.9746
2024-12-03 15:53:30.321333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 1.2671 - accuracy: 0.9734
2024-12-03 15:53:30.622353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 1.2441 - accuracy: 0.9739
2024-12-03 15:53:30.937709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 1.2434 - accuracy: 0.9732
2024-12-03 15:53:31.254454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 1.2234 - accuracy: 0.9731
2024-12-03 15:53:31.565760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 1.2023 - accuracy: 0.9736
2024-12-03 15:53:31.880992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 1.1819 - accuracy: 0.9740
2024-12-03 15:53:32.193479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 1.2460 - accuracy: 0.9729
2024-12-03 15:53:32.500529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 1.2256 - accuracy: 0.9734
2024-12-03 15:53:32.789391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 1.2290 - accuracy: 0.9735
2024-12-03 15:53:33.093699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 31s 498ms/step - loss: 1.2290 - accuracy: 0.9735 - val_loss: 1.2076 - val_accuracy: 0.9830
Epoch 12/50

2024-12-03 15:53:44.076485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 1.1176e-07 - accuracy: 1.0000
2024-12-03 15:53:44.404680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 1.7043 - accuracy: 0.9688    
2024-12-03 15:53:44.636341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 13s - loss: 1.4370 - accuracy: 0.9688
2024-12-03 15:53:44.869788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 1.8005 - accuracy: 0.9609
2024-12-03 15:53:45.109554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 1.4404 - accuracy: 0.9688
2024-12-03 15:53:45.354535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 13s - loss: 2.3413 - accuracy: 0.9583
2024-12-03 15:53:45.616547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 13s - loss: 2.0068 - accuracy: 0.9643
2024-12-03 15:53:45.866669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 13s - loss: 1.9779 - accuracy: 0.9648
2024-12-03 15:53:46.139760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 1.7581 - accuracy: 0.9688
2024-12-03 15:53:46.402888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 1.6723 - accuracy: 0.9656
2024-12-03 15:53:46.675395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 1.5203 - accuracy: 0.9688
2024-12-03 15:53:46.961044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 1.4006 - accuracy: 0.9688
2024-12-03 15:53:47.279058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 13s - loss: 1.2929 - accuracy: 0.9712
2024-12-03 15:53:47.607139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 13s - loss: 1.2007 - accuracy: 0.9732
2024-12-03 15:53:47.949209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 1.1207 - accuracy: 0.9750
2024-12-03 15:53:48.302826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 13s - loss: 1.0767 - accuracy: 0.9746
2024-12-03 15:53:48.637838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 13s - loss: 1.0134 - accuracy: 0.9761
2024-12-03 15:53:48.943815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 0.9608 - accuracy: 0.9757
2024-12-03 15:53:49.273433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 0.9103 - accuracy: 0.9770
2024-12-03 15:53:49.556290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 12s - loss: 0.9201 - accuracy: 0.9750
2024-12-03 15:53:49.832944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 11s - loss: 1.1698 - accuracy: 0.9717
2024-12-03 15:53:50.107846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 1.1166 - accuracy: 0.9730
2024-12-03 15:53:50.376965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 1.0681 - accuracy: 0.9742
2024-12-03 15:53:50.645384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 1.0236 - accuracy: 0.9753
2024-12-03 15:53:50.914219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 1.1619 - accuracy: 0.9725
2024-12-03 15:53:51.233589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 1.1172 - accuracy: 0.9736
2024-12-03 15:53:51.509769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 1.2098 - accuracy: 0.9734
2024-12-03 15:53:51.789827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 9s - loss: 1.3760 - accuracy: 0.9721 
2024-12-03 15:53:52.077937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 1.3396 - accuracy: 0.9720
2024-12-03 15:53:52.365519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 1.2950 - accuracy: 0.9729
2024-12-03 15:53:52.654464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 1.2532 - accuracy: 0.9738
2024-12-03 15:53:52.949343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 1.2140 - accuracy: 0.9746
2024-12-03 15:53:53.235185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 1.1772 - accuracy: 0.9754
2024-12-03 15:53:53.552708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 1.3268 - accuracy: 0.9743
2024-12-03 15:53:53.826924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 7s - loss: 1.3053 - accuracy: 0.9741
2024-12-03 15:53:54.110940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 1.2690 - accuracy: 0.9748
2024-12-03 15:53:54.396811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 1.2347 - accuracy: 0.9755
2024-12-03 15:53:54.683049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 1.2022 - accuracy: 0.9762
2024-12-03 15:53:54.980776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 1.2008 - accuracy: 0.9760
2024-12-03 15:53:55.266477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 1.1708 - accuracy: 0.9766
2024-12-03 15:53:55.555067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 1.1948 - accuracy: 0.9756
2024-12-03 15:53:55.837426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 1.1664 - accuracy: 0.9762
2024-12-03 15:53:56.152189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 1.1392 - accuracy: 0.9767
2024-12-03 15:53:56.434011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 1.1133 - accuracy: 0.9773
2024-12-03 15:53:56.721201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 1.0886 - accuracy: 0.9778
2024-12-03 15:53:57.006335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 1.0902 - accuracy: 0.9776
2024-12-03 15:53:57.293019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 1.1321 - accuracy: 0.9774
2024-12-03 15:53:57.573760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 1.1352 - accuracy: 0.9766
2024-12-03 15:53:57.859376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 1.1120 - accuracy: 0.9770
2024-12-03 15:53:58.144154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 1.1082 - accuracy: 0.9769
2024-12-03 15:53:58.422969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 1.0879 - accuracy: 0.9767
2024-12-03 15:53:58.708842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 1.0721 - accuracy: 0.9766
2024-12-03 15:53:59.002037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 1.0518 - accuracy: 0.9770
2024-12-03 15:53:59.313124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 1.0323 - accuracy: 0.9774
2024-12-03 15:53:59.622185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 1.0136 - accuracy: 0.9778
2024-12-03 15:53:59.947061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 1.0486 - accuracy: 0.9766
2024-12-03 15:54:00.259061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 1.0485 - accuracy: 0.9764
2024-12-03 15:54:00.539057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 1.0304 - accuracy: 0.9768
2024-12-03 15:54:00.806411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 1.0312 - accuracy: 0.9767
2024-12-03 15:54:01.085205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 1.0140 - accuracy: 0.9771
2024-12-03 15:54:01.369524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 1.0456 - accuracy: 0.9769
2024-12-03 15:54:01.651725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 1.1412 - accuracy: 0.9760
2024-12-03 15:54:01.932468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 26s 422ms/step - loss: 1.1412 - accuracy: 0.9760 - val_loss: 1.4574 - val_accuracy: 0.9780
Epoch 13/50

2024-12-03 15:54:10.577615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:54:10.904568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 16s - loss: 0.2350 - accuracy: 0.9844    
2024-12-03 15:54:11.183478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 16s - loss: 0.1569 - accuracy: 0.9896
2024-12-03 15:54:11.468346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 16s - loss: 1.3002 - accuracy: 0.9766
2024-12-03 15:54:11.758836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 16s - loss: 1.2218 - accuracy: 0.9750
2024-12-03 15:54:12.049357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 16s - loss: 1.0782 - accuracy: 0.9740
2024-12-03 15:54:12.340795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 16s - loss: 0.9242 - accuracy: 0.9777
2024-12-03 15:54:12.633852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.8087 - accuracy: 0.9805
2024-12-03 15:54:12.924292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 0.9466 - accuracy: 0.9757
2024-12-03 15:54:13.207197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 15s - loss: 1.0056 - accuracy: 0.9719
2024-12-03 15:54:13.484439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 15s - loss: 0.9142 - accuracy: 0.9744
2024-12-03 15:54:13.801073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 14s - loss: 0.8514 - accuracy: 0.9740
2024-12-03 15:54:14.084210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 14s - loss: 0.7859 - accuracy: 0.9760
2024-12-03 15:54:14.365586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 0.7957 - accuracy: 0.9754
2024-12-03 15:54:14.648497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 0.7427 - accuracy: 0.9771
2024-12-03 15:54:14.934229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 13s - loss: 0.7277 - accuracy: 0.9766
2024-12-03 15:54:15.215046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 13s - loss: 0.7310 - accuracy: 0.9761
2024-12-03 15:54:15.494870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 12s - loss: 0.6908 - accuracy: 0.9774
2024-12-03 15:54:15.772376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 0.6544 - accuracy: 0.9786
2024-12-03 15:54:16.054830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 12s - loss: 0.6217 - accuracy: 0.9797
2024-12-03 15:54:16.373472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.6009 - accuracy: 0.9777
2024-12-03 15:54:16.653319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 0.6252 - accuracy: 0.9773
2024-12-03 15:54:16.934085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 0.6433 - accuracy: 0.9755
2024-12-03 15:54:17.214519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 0.6165 - accuracy: 0.9766
2024-12-03 15:54:17.499667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 0.5918 - accuracy: 0.9775
2024-12-03 15:54:17.786405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 0.5691 - accuracy: 0.9784
2024-12-03 15:54:18.074166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 0.5515 - accuracy: 0.9780
2024-12-03 15:54:18.392255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.6352 - accuracy: 0.9777
2024-12-03 15:54:18.665058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 0.7612 - accuracy: 0.9763 
2024-12-03 15:54:18.944098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 0.7358 - accuracy: 0.9771
2024-12-03 15:54:19.221090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.7121 - accuracy: 0.9778
2024-12-03 15:54:19.505616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 8s - loss: 0.6898 - accuracy: 0.9785
2024-12-03 15:54:19.787110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 0.7530 - accuracy: 0.9773
2024-12-03 15:54:20.063644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.7309 - accuracy: 0.9779
2024-12-03 15:54:20.349906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.7132 - accuracy: 0.9777
2024-12-03 15:54:20.636233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 0.6934 - accuracy: 0.9783
2024-12-03 15:54:20.922384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.6747 - accuracy: 0.9789
2024-12-03 15:54:21.206992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.6667 - accuracy: 0.9786
2024-12-03 15:54:21.485797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 0.6497 - accuracy: 0.9792
2024-12-03 15:54:21.772061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 0.6334 - accuracy: 0.9797
2024-12-03 15:54:22.059638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.6180 - accuracy: 0.9802
2024-12-03 15:54:22.349932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.6343 - accuracy: 0.9792
2024-12-03 15:54:22.635695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 0.6196 - accuracy: 0.9797
2024-12-03 15:54:22.918393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.6137 - accuracy: 0.9794
2024-12-03 15:54:23.239174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.6000 - accuracy: 0.9799
2024-12-03 15:54:23.515949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 0.5885 - accuracy: 0.9796
2024-12-03 15:54:23.804464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.5760 - accuracy: 0.9801
2024-12-03 15:54:24.089246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.5750 - accuracy: 0.9798
2024-12-03 15:54:24.376900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.5632 - accuracy: 0.9802
2024-12-03 15:54:24.668458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.5520 - accuracy: 0.9806
2024-12-03 15:54:24.954316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.5452 - accuracy: 0.9804
2024-12-03 15:54:25.250825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.5639 - accuracy: 0.9802
2024-12-03 15:54:25.538912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 0.5715 - accuracy: 0.9794
2024-12-03 15:54:25.833364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.6117 - accuracy: 0.9792
2024-12-03 15:54:26.127391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.6006 - accuracy: 0.9795
2024-12-03 15:54:26.409304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.5899 - accuracy: 0.9799
2024-12-03 15:54:26.695071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.5825 - accuracy: 0.9797
2024-12-03 15:54:26.987398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.5777 - accuracy: 0.9795
2024-12-03 15:54:27.281944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.5679 - accuracy: 0.9799
2024-12-03 15:54:27.598799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5585 - accuracy: 0.9802
2024-12-03 15:54:27.909726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5632 - accuracy: 0.9800
2024-12-03 15:54:28.333708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5847 - accuracy: 0.9785
2024-12-03 15:54:28.671453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 448ms/step - loss: 0.5847 - accuracy: 0.9785 - val_loss: 1.3673 - val_accuracy: 0.9820
Epoch 14/50

2024-12-03 15:54:38.724737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 29s - loss: 0.5320 - accuracy: 0.9688
2024-12-03 15:54:39.196624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 21s - loss: 0.2660 - accuracy: 0.9844
2024-12-03 15:54:39.551584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.1773 - accuracy: 0.9896
2024-12-03 15:54:39.902261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.2575 - accuracy: 0.9844
2024-12-03 15:54:40.252625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.2312 - accuracy: 0.9812
2024-12-03 15:54:40.600050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.9088 - accuracy: 0.9688
2024-12-03 15:54:40.945563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.7790 - accuracy: 0.9732
2024-12-03 15:54:41.281635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.8654 - accuracy: 0.9727
2024-12-03 15:54:41.641272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 1.0407 - accuracy: 0.9722
2024-12-03 15:54:42.029215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 1.4971 - accuracy: 0.9625
2024-12-03 15:54:42.371723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 1.3610 - accuracy: 0.9659
2024-12-03 15:54:42.727100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 1.2476 - accuracy: 0.9688
2024-12-03 15:54:43.072994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 1.1516 - accuracy: 0.9712
2024-12-03 15:54:43.414502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 1.2221 - accuracy: 0.9710
2024-12-03 15:54:43.763299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 1.3249 - accuracy: 0.9708
2024-12-03 15:54:44.099450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 1.2790 - accuracy: 0.9707
2024-12-03 15:54:44.425602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 1.2082 - accuracy: 0.9706
2024-12-03 15:54:44.741106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 1.1474 - accuracy: 0.9705
2024-12-03 15:54:45.064338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 1.1667 - accuracy: 0.9704
2024-12-03 15:54:45.412036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 1.1684 - accuracy: 0.9688
2024-12-03 15:54:45.744466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 1.2365 - accuracy: 0.9673
2024-12-03 15:54:46.065379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 1.2040 - accuracy: 0.9673
2024-12-03 15:54:46.396852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 1.1517 - accuracy: 0.9688
2024-12-03 15:54:46.718407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 1.1037 - accuracy: 0.9701
2024-12-03 15:54:47.044431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 1.0949 - accuracy: 0.9700
2024-12-03 15:54:47.347981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 1.0556 - accuracy: 0.9700
2024-12-03 15:54:47.659566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 1.0165 - accuracy: 0.9711
2024-12-03 15:54:47.997611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 1.2059 - accuracy: 0.9699
2024-12-03 15:54:48.348015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 1.1683 - accuracy: 0.9698
2024-12-03 15:54:48.685469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 1.1294 - accuracy: 0.9708
2024-12-03 15:54:49.015712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 1.1002 - accuracy: 0.9708
2024-12-03 15:54:49.357679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 1.0658 - accuracy: 0.9717
2024-12-03 15:54:49.715941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 1.0335 - accuracy: 0.9725
2024-12-03 15:54:50.069119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 1.0186 - accuracy: 0.9724 
2024-12-03 15:54:50.425135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 1.1113 - accuracy: 0.9705
2024-12-03 15:54:50.768525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 1.0804 - accuracy: 0.9714
2024-12-03 15:54:51.097033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 1.0512 - accuracy: 0.9721
2024-12-03 15:54:51.409785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 1.0236 - accuracy: 0.9729
2024-12-03 15:54:51.720635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.9973 - accuracy: 0.9736
2024-12-03 15:54:52.025237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 1.0293 - accuracy: 0.9727
2024-12-03 15:54:52.321503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 1.0042 - accuracy: 0.9733
2024-12-03 15:54:52.640064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.9807 - accuracy: 0.9740
2024-12-03 15:54:52.925062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.9579 - accuracy: 0.9746
2024-12-03 15:54:53.213364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 1.0342 - accuracy: 0.9737
2024-12-03 15:54:53.499458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 1.1351 - accuracy: 0.9729
2024-12-03 15:54:53.793763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 1.1322 - accuracy: 0.9721
2024-12-03 15:54:54.092385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 1.1206 - accuracy: 0.9721
2024-12-03 15:54:54.381222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 1.0972 - accuracy: 0.9727
2024-12-03 15:54:54.666775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 1.0748 - accuracy: 0.9732
2024-12-03 15:54:54.966776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 1.0533 - accuracy: 0.9737
2024-12-03 15:54:55.265388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 1.0327 - accuracy: 0.9743
2024-12-03 15:54:55.561355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 1.0128 - accuracy: 0.9748
2024-12-03 15:54:55.868417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.9937 - accuracy: 0.9752
2024-12-03 15:54:56.213672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.9860 - accuracy: 0.9751
2024-12-03 15:54:56.523809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.9680 - accuracy: 0.9756
2024-12-03 15:54:56.831695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.9792 - accuracy: 0.9754
2024-12-03 15:54:57.135586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.9836 - accuracy: 0.9748
2024-12-03 15:54:57.438006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.9667 - accuracy: 0.9752
2024-12-03 15:54:57.764741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.9558 - accuracy: 0.9751
2024-12-03 15:54:58.135444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.9449 - accuracy: 0.9750
2024-12-03 15:54:58.498685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.9306 - accuracy: 0.9749
2024-12-03 15:54:58.851581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.9523 - accuracy: 0.9745
2024-12-03 15:54:59.179041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 478ms/step - loss: 0.9523 - accuracy: 0.9745 - val_loss: 1.4718 - val_accuracy: 0.9800
Epoch 15/50

2024-12-03 15:55:08.810564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 2.1843 - accuracy: 0.9375
2024-12-03 15:55:09.142875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 16s - loss: 1.1965 - accuracy: 0.9531
2024-12-03 15:55:09.419301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 17s - loss: 0.7977 - accuracy: 0.9688
2024-12-03 15:55:09.741426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.5982 - accuracy: 0.9766
2024-12-03 15:55:10.069944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.9788 - accuracy: 0.9750
2024-12-03 15:55:10.390662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 17s - loss: 1.5536 - accuracy: 0.9688
2024-12-03 15:55:10.721306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 1.5824 - accuracy: 0.9643
2024-12-03 15:55:11.075325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 1.4091 - accuracy: 0.9648
2024-12-03 15:55:11.415393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 1.2527 - accuracy: 0.9688
2024-12-03 15:55:11.765162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 1.1275 - accuracy: 0.9719
2024-12-03 15:55:12.143033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 1.2742 - accuracy: 0.9688
2024-12-03 15:55:12.504515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 1.1680 - accuracy: 0.9714
2024-12-03 15:55:12.878324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 1.1032 - accuracy: 0.9712
2024-12-03 15:55:13.231220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 1.0244 - accuracy: 0.9732
2024-12-03 15:55:13.579513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 1.0823 - accuracy: 0.9729
2024-12-03 15:55:13.929360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 1.0451 - accuracy: 0.9707
2024-12-03 15:55:14.269017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.9836 - accuracy: 0.9724
2024-12-03 15:55:14.643071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 1.1068 - accuracy: 0.9705
2024-12-03 15:55:14.960906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 1.0485 - accuracy: 0.9720
2024-12-03 15:55:15.282369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.9961 - accuracy: 0.9734
2024-12-03 15:55:15.621094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.9487 - accuracy: 0.9747
2024-12-03 15:55:15.944065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.9055 - accuracy: 0.9759
2024-12-03 15:55:16.254847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.9293 - accuracy: 0.9755
2024-12-03 15:55:16.575815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.8905 - accuracy: 0.9766
2024-12-03 15:55:16.903301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.8549 - accuracy: 0.9775
2024-12-03 15:55:17.243362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.8220 - accuracy: 0.9784
2024-12-03 15:55:17.605970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.7916 - accuracy: 0.9792
2024-12-03 15:55:17.928459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.7633 - accuracy: 0.9799
2024-12-03 15:55:18.268197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.7370 - accuracy: 0.9806
2024-12-03 15:55:18.607478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.7124 - accuracy: 0.9812
2024-12-03 15:55:18.934836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.7090 - accuracy: 0.9808
2024-12-03 15:55:19.257877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.7303 - accuracy: 0.9805
2024-12-03 15:55:19.582628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.7743 - accuracy: 0.9792
2024-12-03 15:55:19.911545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.7515 - accuracy: 0.9798 
2024-12-03 15:55:20.227883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.7458 - accuracy: 0.9795
2024-12-03 15:55:20.541386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.7575 - accuracy: 0.9792
2024-12-03 15:55:20.861162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.7371 - accuracy: 0.9797
2024-12-03 15:55:21.188904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.7177 - accuracy: 0.9803
2024-12-03 15:55:21.525360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.6993 - accuracy: 0.9808
2024-12-03 15:55:21.850986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.6818 - accuracy: 0.9812
2024-12-03 15:55:22.174983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.6652 - accuracy: 0.9817
2024-12-03 15:55:22.499255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.6493 - accuracy: 0.9821
2024-12-03 15:55:22.852749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.6387 - accuracy: 0.9818
2024-12-03 15:55:23.177128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.6315 - accuracy: 0.9815
2024-12-03 15:55:23.508703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.6339 - accuracy: 0.9812
2024-12-03 15:55:23.827764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.6201 - accuracy: 0.9817
2024-12-03 15:55:24.161195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.6069 - accuracy: 0.9820
2024-12-03 15:55:24.484336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.5943 - accuracy: 0.9824
2024-12-03 15:55:24.803808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.5822 - accuracy: 0.9828
2024-12-03 15:55:25.125418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.5705 - accuracy: 0.9831
2024-12-03 15:55:25.443871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.5593 - accuracy: 0.9835
2024-12-03 15:55:25.774819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.5672 - accuracy: 0.9832
2024-12-03 15:55:26.111212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.5565 - accuracy: 0.9835
2024-12-03 15:55:26.439854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.5462 - accuracy: 0.9838
2024-12-03 15:55:26.771352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.5362 - accuracy: 0.9841
2024-12-03 15:55:27.107009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.5267 - accuracy: 0.9844
2024-12-03 15:55:27.437322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.5174 - accuracy: 0.9846
2024-12-03 15:55:27.748494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.5117 - accuracy: 0.9844
2024-12-03 15:55:28.053727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.5277 - accuracy: 0.9841
2024-12-03 15:55:28.371594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5233 - accuracy: 0.9839
2024-12-03 15:55:28.709496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5147 - accuracy: 0.9841
2024-12-03 15:55:29.046195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5023 - accuracy: 0.9845
2024-12-03 15:55:29.369026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 33s 525ms/step - loss: 0.5023 - accuracy: 0.9845 - val_loss: 1.0731 - val_accuracy: 0.9800
Epoch 16/50

2024-12-03 15:55:41.710074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 7.4506e-09 - accuracy: 1.0000
2024-12-03 15:55:42.074690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 0.6981 - accuracy: 0.9844    
2024-12-03 15:55:42.319558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 15s - loss: 0.4654 - accuracy: 0.9896
2024-12-03 15:55:42.581542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 15s - loss: 0.5762 - accuracy: 0.9844
2024-12-03 15:55:42.857316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 15s - loss: 0.4610 - accuracy: 0.9875
2024-12-03 15:55:43.130645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 15s - loss: 0.3922 - accuracy: 0.9844
2024-12-03 15:55:43.416430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 0.4852 - accuracy: 0.9821
2024-12-03 15:55:43.745886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.4246 - accuracy: 0.9844
2024-12-03 15:55:44.071429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 16s - loss: 0.4720 - accuracy: 0.9826
2024-12-03 15:55:44.474431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 0.4679 - accuracy: 0.9812
2024-12-03 15:55:44.924387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.5033 - accuracy: 0.9801
2024-12-03 15:55:45.386679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.4627 - accuracy: 0.9818
2024-12-03 15:55:45.826048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.5750 - accuracy: 0.9808
2024-12-03 15:55:46.187555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.5340 - accuracy: 0.9821
2024-12-03 15:55:46.509249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.4984 - accuracy: 0.9833
2024-12-03 15:55:46.825378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.5663 - accuracy: 0.9824
2024-12-03 15:55:47.115757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.5330 - accuracy: 0.9835
2024-12-03 15:55:47.407117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.5034 - accuracy: 0.9844
2024-12-03 15:55:47.694134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.4769 - accuracy: 0.9852
2024-12-03 15:55:47.974050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.4530 - accuracy: 0.9859
2024-12-03 15:55:48.253633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.4491 - accuracy: 0.9851
2024-12-03 15:55:48.539909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.4909 - accuracy: 0.9830
2024-12-03 15:55:48.857837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.5203 - accuracy: 0.9823
2024-12-03 15:55:49.144731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.6741 - accuracy: 0.9805
2024-12-03 15:55:49.449104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.7042 - accuracy: 0.9787
2024-12-03 15:55:49.750132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.6771 - accuracy: 0.9796
2024-12-03 15:55:50.060514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.6520 - accuracy: 0.9803
2024-12-03 15:55:50.368881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.6287 - accuracy: 0.9810
2024-12-03 15:55:50.677115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.6071 - accuracy: 0.9817
2024-12-03 15:55:50.980336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.5868 - accuracy: 0.9823
2024-12-03 15:55:51.314056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.5679 - accuracy: 0.9829
2024-12-03 15:55:51.643554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.5513 - accuracy: 0.9824 
2024-12-03 15:55:52.006228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.5346 - accuracy: 0.9830
2024-12-03 15:55:52.341725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.5329 - accuracy: 0.9825
2024-12-03 15:55:52.653805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.5176 - accuracy: 0.9830
2024-12-03 15:55:52.961563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.5113 - accuracy: 0.9826
2024-12-03 15:55:53.258710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.5558 - accuracy: 0.9823
2024-12-03 15:55:53.551594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.5412 - accuracy: 0.9827
2024-12-03 15:55:53.862607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.5273 - accuracy: 0.9832
2024-12-03 15:55:54.206257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.6199 - accuracy: 0.9820
2024-12-03 15:55:54.544092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.6048 - accuracy: 0.9825
2024-12-03 15:55:54.889452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.6071 - accuracy: 0.9821
2024-12-03 15:55:55.232159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.5930 - accuracy: 0.9826
2024-12-03 15:55:55.599755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.5969 - accuracy: 0.9822
2024-12-03 15:55:55.924464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.5890 - accuracy: 0.9819
2024-12-03 15:55:56.267721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.5762 - accuracy: 0.9823
2024-12-03 15:55:56.657141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.6058 - accuracy: 0.9820
2024-12-03 15:55:57.017339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.6110 - accuracy: 0.9818
2024-12-03 15:55:57.388844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.5986 - accuracy: 0.9821
2024-12-03 15:55:57.768829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.6028 - accuracy: 0.9819
2024-12-03 15:55:58.139587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.5910 - accuracy: 0.9822
2024-12-03 15:55:58.504017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.5796 - accuracy: 0.9826
2024-12-03 15:55:58.866225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.5689 - accuracy: 0.9829
2024-12-03 15:55:59.282175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.5694 - accuracy: 0.9826
2024-12-03 15:55:59.613135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.5623 - accuracy: 0.9824
2024-12-03 15:55:59.953401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.5776 - accuracy: 0.9821
2024-12-03 15:56:00.289437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.5788 - accuracy: 0.9819
2024-12-03 15:56:00.615398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.5689 - accuracy: 0.9822
2024-12-03 15:56:00.947977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.5592 - accuracy: 0.9825
2024-12-03 15:56:01.281354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6068 - accuracy: 0.9818
2024-12-03 15:56:01.637170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5968 - accuracy: 0.9821
2024-12-03 15:56:01.977154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.5873 - accuracy: 0.9824
2024-12-03 15:56:02.317909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 477ms/step - loss: 0.5897 - accuracy: 0.9820 - val_loss: 1.6521 - val_accuracy: 0.9780
Epoch 17/50

2024-12-03 15:56:11.661515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:56:12.002555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.4728 - accuracy: 0.9688    
2024-12-03 15:56:12.284594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 17s - loss: 1.0142 - accuracy: 0.9688
2024-12-03 15:56:12.590447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 16s - loss: 0.7606 - accuracy: 0.9766
2024-12-03 15:56:12.868030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 16s - loss: 0.8881 - accuracy: 0.9688
2024-12-03 15:56:13.147910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 16s - loss: 0.7401 - accuracy: 0.9740
2024-12-03 15:56:13.437718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 16s - loss: 0.6343 - accuracy: 0.9777
2024-12-03 15:56:13.724812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.5550 - accuracy: 0.9805
2024-12-03 15:56:14.022395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 0.5230 - accuracy: 0.9792
2024-12-03 15:56:14.315056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 15s - loss: 0.4887 - accuracy: 0.9781
2024-12-03 15:56:14.600574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 15s - loss: 0.9755 - accuracy: 0.9744
2024-12-03 15:56:14.898652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 14s - loss: 0.9945 - accuracy: 0.9714
2024-12-03 15:56:15.195701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 14s - loss: 0.9180 - accuracy: 0.9736
2024-12-03 15:56:15.492907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 0.8915 - accuracy: 0.9732
2024-12-03 15:56:15.793727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 0.9340 - accuracy: 0.9729
2024-12-03 15:56:16.101853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 13s - loss: 0.9250 - accuracy: 0.9727
2024-12-03 15:56:16.409037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 13s - loss: 0.8706 - accuracy: 0.9743
2024-12-03 15:56:16.710791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 1.1247 - accuracy: 0.9722
2024-12-03 15:56:17.026943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 1.0956 - accuracy: 0.9720
2024-12-03 15:56:17.372968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 12s - loss: 1.0408 - accuracy: 0.9734
2024-12-03 15:56:17.729005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.9913 - accuracy: 0.9747
2024-12-03 15:56:18.077297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.9462 - accuracy: 0.9759
2024-12-03 15:56:18.417978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.9051 - accuracy: 0.9769
2024-12-03 15:56:18.823788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.8674 - accuracy: 0.9779
2024-12-03 15:56:19.160555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.8327 - accuracy: 0.9787
2024-12-03 15:56:19.502010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.8006 - accuracy: 0.9796
2024-12-03 15:56:19.851723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.7710 - accuracy: 0.9803
2024-12-03 15:56:20.196100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.7435 - accuracy: 0.9810
2024-12-03 15:56:20.546559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.7352 - accuracy: 0.9806
2024-12-03 15:56:20.939612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.7627 - accuracy: 0.9802
2024-12-03 15:56:21.321442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.7432 - accuracy: 0.9798
2024-12-03 15:56:21.666232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.7589 - accuracy: 0.9795
2024-12-03 15:56:22.014069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.7359 - accuracy: 0.9801 
2024-12-03 15:56:22.360008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.7142 - accuracy: 0.9807
2024-12-03 15:56:22.706699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.8284 - accuracy: 0.9804
2024-12-03 15:56:23.046882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.8054 - accuracy: 0.9809
2024-12-03 15:56:23.381017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.7836 - accuracy: 0.9814
2024-12-03 15:56:23.701130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.7630 - accuracy: 0.9819
2024-12-03 15:56:24.016734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.7434 - accuracy: 0.9824
2024-12-03 15:56:24.335727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.7248 - accuracy: 0.9828
2024-12-03 15:56:24.652328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.7072 - accuracy: 0.9832
2024-12-03 15:56:24.960804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.6903 - accuracy: 0.9836
2024-12-03 15:56:25.258795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.6743 - accuracy: 0.9840
2024-12-03 15:56:25.553455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.6821 - accuracy: 0.9830
2024-12-03 15:56:25.846143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.6986 - accuracy: 0.9826
2024-12-03 15:56:26.130427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.6834 - accuracy: 0.9830
2024-12-03 15:56:26.426216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.6689 - accuracy: 0.9834
2024-12-03 15:56:26.710573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.6549 - accuracy: 0.9837
2024-12-03 15:56:27.001632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.6416 - accuracy: 0.9841
2024-12-03 15:56:27.288050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.6287 - accuracy: 0.9844
2024-12-03 15:56:27.621982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.6177 - accuracy: 0.9841
2024-12-03 15:56:27.912680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.6092 - accuracy: 0.9838
2024-12-03 15:56:28.201329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.5977 - accuracy: 0.9841
2024-12-03 15:56:28.500768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.5866 - accuracy: 0.9844
2024-12-03 15:56:28.794762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.5948 - accuracy: 0.9841
2024-12-03 15:56:29.080020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.6447 - accuracy: 0.9833
2024-12-03 15:56:29.369531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.6334 - accuracy: 0.9836
2024-12-03 15:56:29.656372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.6240 - accuracy: 0.9833
2024-12-03 15:56:29.944533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.6134 - accuracy: 0.9836
2024-12-03 15:56:30.236033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6956 - accuracy: 0.9823
2024-12-03 15:56:30.528926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.6856 - accuracy: 0.9821
2024-12-03 15:56:30.811671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6694 - accuracy: 0.9825
2024-12-03 15:56:31.089647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 31s 489ms/step - loss: 0.6694 - accuracy: 0.9825 - val_loss: 0.9940 - val_accuracy: 0.9810
Epoch 18/50

2024-12-03 15:56:42.337556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:56:42.673752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 2.1643 - accuracy: 0.9219    
2024-12-03 15:56:42.908672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 14s - loss: 1.8101 - accuracy: 0.9375
2024-12-03 15:56:43.146777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 13s - loss: 1.4878 - accuracy: 0.9453
2024-12-03 15:56:43.383451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 1.3139 - accuracy: 0.9500
2024-12-03 15:56:43.625349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 13s - loss: 1.0949 - accuracy: 0.9583
2024-12-03 15:56:43.880651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 13s - loss: 0.9385 - accuracy: 0.9643
2024-12-03 15:56:44.153601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 13s - loss: 0.9745 - accuracy: 0.9648
2024-12-03 15:56:44.416087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 0.8672 - accuracy: 0.9688
2024-12-03 15:56:44.685419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 13s - loss: 0.7805 - accuracy: 0.9719
2024-12-03 15:56:44.976752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 13s - loss: 0.7102 - accuracy: 0.9744
2024-12-03 15:56:45.287295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 13s - loss: 0.7025 - accuracy: 0.9740
2024-12-03 15:56:45.644056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 13s - loss: 0.6484 - accuracy: 0.9760
2024-12-03 15:56:46.008853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 0.7782 - accuracy: 0.9732
2024-12-03 15:56:46.399935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 13s - loss: 0.8137 - accuracy: 0.9729
2024-12-03 15:56:46.724363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 13s - loss: 0.7628 - accuracy: 0.9746
2024-12-03 15:56:47.035425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 13s - loss: 0.7698 - accuracy: 0.9724
2024-12-03 15:56:47.333213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 0.7474 - accuracy: 0.9722
2024-12-03 15:56:47.619866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 12s - loss: 0.7464 - accuracy: 0.9704
2024-12-03 15:56:47.899317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 12s - loss: 0.7091 - accuracy: 0.9719
2024-12-03 15:56:48.177691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.7436 - accuracy: 0.9717
2024-12-03 15:56:48.458684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 11s - loss: 0.7137 - accuracy: 0.9716
2024-12-03 15:56:48.727484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 0.6826 - accuracy: 0.9728
2024-12-03 15:56:49.008831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 0.6542 - accuracy: 0.9740
2024-12-03 15:56:49.292477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 10s - loss: 0.8478 - accuracy: 0.9712
2024-12-03 15:56:49.579178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 10s - loss: 0.9024 - accuracy: 0.9700
2024-12-03 15:56:49.870306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 0.8786 - accuracy: 0.9699
2024-12-03 15:56:50.172041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.8565 - accuracy: 0.9699
2024-12-03 15:56:50.475942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 9s - loss: 0.8270 - accuracy: 0.9709 
2024-12-03 15:56:50.788311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 0.7994 - accuracy: 0.9719
2024-12-03 15:56:51.110746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.7736 - accuracy: 0.9728
2024-12-03 15:56:51.409697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.7495 - accuracy: 0.9736
2024-12-03 15:56:51.708246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 0.7827 - accuracy: 0.9725
2024-12-03 15:56:51.999016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.7597 - accuracy: 0.9733
2024-12-03 15:56:52.290712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.7513 - accuracy: 0.9732
2024-12-03 15:56:52.583238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 7s - loss: 0.7304 - accuracy: 0.9740
2024-12-03 15:56:52.884883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.7107 - accuracy: 0.9747
2024-12-03 15:56:53.162924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.6920 - accuracy: 0.9753
2024-12-03 15:56:53.453934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 6s - loss: 0.6913 - accuracy: 0.9752
2024-12-03 15:56:53.750213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 0.6740 - accuracy: 0.9758
2024-12-03 15:56:54.041164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.6576 - accuracy: 0.9764
2024-12-03 15:56:54.322043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.6484 - accuracy: 0.9762
2024-12-03 15:56:54.614382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 0.6333 - accuracy: 0.9767
2024-12-03 15:56:54.905565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.6414 - accuracy: 0.9766
2024-12-03 15:56:55.229370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.6323 - accuracy: 0.9764
2024-12-03 15:56:55.526617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 4s - loss: 0.6398 - accuracy: 0.9755
2024-12-03 15:56:55.825983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.6403 - accuracy: 0.9754
2024-12-03 15:56:56.129243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.6269 - accuracy: 0.9759
2024-12-03 15:56:56.423983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.6141 - accuracy: 0.9764
2024-12-03 15:56:56.714333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.6019 - accuracy: 0.9769
2024-12-03 15:56:57.011452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.5932 - accuracy: 0.9767
2024-12-03 15:56:57.331960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.6459 - accuracy: 0.9766
2024-12-03 15:56:57.624778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 0.6337 - accuracy: 0.9770
2024-12-03 15:56:57.922358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.6220 - accuracy: 0.9774
2024-12-03 15:56:58.205284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.6107 - accuracy: 0.9778
2024-12-03 15:56:58.491752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.6044 - accuracy: 0.9771
2024-12-03 15:56:58.789461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.5938 - accuracy: 0.9775
2024-12-03 15:56:59.103842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.5996 - accuracy: 0.9774
2024-12-03 15:56:59.402014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.6063 - accuracy: 0.9772
2024-12-03 15:56:59.695932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5961 - accuracy: 0.9776
2024-12-03 15:56:59.985418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5864 - accuracy: 0.9780
2024-12-03 15:57:00.275427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5906 - accuracy: 0.9775
2024-12-03 15:57:00.563491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 30s 470ms/step - loss: 0.5906 - accuracy: 0.9775 - val_loss: 0.7906 - val_accuracy: 0.9820
Epoch 19/50

2024-12-03 15:57:11.840470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.1070 - accuracy: 0.9688
2024-12-03 15:57:12.172757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 0.0541 - accuracy: 0.9844
2024-12-03 15:57:12.407332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 14s - loss: 0.0360 - accuracy: 0.9896
2024-12-03 15:57:12.658339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 14s - loss: 0.0270 - accuracy: 0.9922
2024-12-03 15:57:12.895530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 13s - loss: 0.0216 - accuracy: 0.9937
2024-12-03 15:57:13.136598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 14s - loss: 0.0385 - accuracy: 0.9896
2024-12-03 15:57:13.422866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 14s - loss: 0.0330 - accuracy: 0.9911
2024-12-03 15:57:13.685316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 14s - loss: 0.2365 - accuracy: 0.9883
2024-12-03 15:57:13.956636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 13s - loss: 0.2102 - accuracy: 0.9896
2024-12-03 15:57:14.243657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 14s - loss: 0.2361 - accuracy: 0.9875
2024-12-03 15:57:14.562288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 14s - loss: 0.3680 - accuracy: 0.9830
2024-12-03 15:57:14.923898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 14s - loss: 0.4045 - accuracy: 0.9766
2024-12-03 15:57:15.311207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 14s - loss: 0.3735 - accuracy: 0.9784
2024-12-03 15:57:15.698069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 0.3468 - accuracy: 0.9799
2024-12-03 15:57:16.066967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 0.3238 - accuracy: 0.9812
2024-12-03 15:57:16.395198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 14s - loss: 0.3420 - accuracy: 0.9785
2024-12-03 15:57:16.699275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 13s - loss: 0.3219 - accuracy: 0.9798
2024-12-03 15:57:16.993348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 0.5863 - accuracy: 0.9774
2024-12-03 15:57:17.275821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 0.5554 - accuracy: 0.9786
2024-12-03 15:57:17.565315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 12s - loss: 0.5276 - accuracy: 0.9797
2024-12-03 15:57:17.849962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.5037 - accuracy: 0.9792
2024-12-03 15:57:18.167959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.4808 - accuracy: 0.9801
2024-12-03 15:57:18.447624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 11s - loss: 0.4599 - accuracy: 0.9810
2024-12-03 15:57:18.734051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 0.4408 - accuracy: 0.9818
2024-12-03 15:57:19.025232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.4273 - accuracy: 0.9812
2024-12-03 15:57:19.316206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.4109 - accuracy: 0.9820
2024-12-03 15:57:19.615309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 0.4060 - accuracy: 0.9815
2024-12-03 15:57:19.917379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.3941 - accuracy: 0.9810
2024-12-03 15:57:20.219010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.3805 - accuracy: 0.9817
2024-12-03 15:57:20.524867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 9s - loss: 0.4356 - accuracy: 0.9802 
2024-12-03 15:57:20.823072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.4216 - accuracy: 0.9808
2024-12-03 15:57:21.123095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.4084 - accuracy: 0.9814
2024-12-03 15:57:21.421953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 8s - loss: 0.3960 - accuracy: 0.9820
2024-12-03 15:57:21.723377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.3844 - accuracy: 0.9825
2024-12-03 15:57:22.054180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.3734 - accuracy: 0.9830
2024-12-03 15:57:22.357942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.3702 - accuracy: 0.9826
2024-12-03 15:57:22.667207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.3602 - accuracy: 0.9831
2024-12-03 15:57:22.968016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.3507 - accuracy: 0.9836
2024-12-03 15:57:23.261815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.3417 - accuracy: 0.9840
2024-12-03 15:57:23.555907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 6s - loss: 0.3450 - accuracy: 0.9836
2024-12-03 15:57:23.880186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.3366 - accuracy: 0.9840
2024-12-03 15:57:24.173689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.3291 - accuracy: 0.9836
2024-12-03 15:57:24.465938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 5s - loss: 0.3628 - accuracy: 0.9833
2024-12-03 15:57:24.767626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.3836 - accuracy: 0.9830
2024-12-03 15:57:25.075815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.4049 - accuracy: 0.9826
2024-12-03 15:57:25.366132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.4553 - accuracy: 0.9823
2024-12-03 15:57:25.659674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.4456 - accuracy: 0.9827
2024-12-03 15:57:25.988673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.4364 - accuracy: 0.9831
2024-12-03 15:57:26.280753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.4275 - accuracy: 0.9834
2024-12-03 15:57:26.582873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.4189 - accuracy: 0.9837
2024-12-03 15:57:26.876738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.4539 - accuracy: 0.9828
2024-12-03 15:57:27.167080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.4596 - accuracy: 0.9826
2024-12-03 15:57:27.466779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 2s - loss: 0.4509 - accuracy: 0.9829
2024-12-03 15:57:27.770345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.4704 - accuracy: 0.9826
2024-12-03 15:57:28.064535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.4619 - accuracy: 0.9830
2024-12-03 15:57:28.352859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.4536 - accuracy: 0.9833
2024-12-03 15:57:28.649045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.4739 - accuracy: 0.9830
2024-12-03 15:57:28.959816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4657 - accuracy: 0.9833
2024-12-03 15:57:29.247530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4645 - accuracy: 0.9831
2024-12-03 15:57:29.541734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4568 - accuracy: 0.9833
2024-12-03 15:57:29.833263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4493 - accuracy: 0.9836
2024-12-03 15:57:30.114475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4696 - accuracy: 0.9835
2024-12-03 15:57:30.406986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 445ms/step - loss: 0.4696 - accuracy: 0.9835 - val_loss: 1.4955 - val_accuracy: 0.9750
Epoch 20/50

2024-12-03 15:57:39.746742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:57:40.077854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 2.0489e-08 - accuracy: 1.0000
2024-12-03 15:57:40.378157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 1.0104e-05 - accuracy: 1.0000
2024-12-03 15:57:40.694971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 7.5782e-06 - accuracy: 1.0000
2024-12-03 15:57:41.019831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.0413 - accuracy: 0.9937    
2024-12-03 15:57:41.334379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 17s - loss: 0.0602 - accuracy: 0.9896
2024-12-03 15:57:41.655365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 0.5836 - accuracy: 0.9821
2024-12-03 15:57:41.966525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 0.5106 - accuracy: 0.9844
2024-12-03 15:57:42.304404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 0.4539 - accuracy: 0.9861
2024-12-03 15:57:42.611537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 0.4085 - accuracy: 0.9875
2024-12-03 15:57:42.911966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 0.3714 - accuracy: 0.9886
2024-12-03 15:57:43.201574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 15s - loss: 0.3404 - accuracy: 0.9896
2024-12-03 15:57:43.493111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 15s - loss: 0.3349 - accuracy: 0.9880
2024-12-03 15:57:43.777478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 15s - loss: 0.3109 - accuracy: 0.9888
2024-12-03 15:57:44.058216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 0.3400 - accuracy: 0.9875
2024-12-03 15:57:44.361592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 14s - loss: 0.3187 - accuracy: 0.9883
2024-12-03 15:57:44.696150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.3000 - accuracy: 0.9890
2024-12-03 15:57:44.988199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 0.2952 - accuracy: 0.9878
2024-12-03 15:57:45.288908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 0.2796 - accuracy: 0.9885
2024-12-03 15:57:45.594585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.3243 - accuracy: 0.9875
2024-12-03 15:57:45.897731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.3093 - accuracy: 0.9881
2024-12-03 15:57:46.208863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.2952 - accuracy: 0.9886
2024-12-03 15:57:46.507598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.3695 - accuracy: 0.9851
2024-12-03 15:57:46.835059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 0.5862 - accuracy: 0.9844
2024-12-03 15:57:47.129003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.5628 - accuracy: 0.9850
2024-12-03 15:57:47.429983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.5741 - accuracy: 0.9844
2024-12-03 15:57:47.721489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 10s - loss: 0.5528 - accuracy: 0.9850
2024-12-03 15:57:48.013299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.5331 - accuracy: 0.9855
2024-12-03 15:57:48.309062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.5147 - accuracy: 0.9860
2024-12-03 15:57:48.611810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.4975 - accuracy: 0.9865
2024-12-03 15:57:48.944606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.4815 - accuracy: 0.9869 
2024-12-03 15:57:49.238655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.5245 - accuracy: 0.9854
2024-12-03 15:57:49.533166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.5086 - accuracy: 0.9858
2024-12-03 15:57:49.838110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.5710 - accuracy: 0.9853
2024-12-03 15:57:50.142338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.6030 - accuracy: 0.9848
2024-12-03 15:57:50.443943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.5862 - accuracy: 0.9852
2024-12-03 15:57:50.748812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.5704 - accuracy: 0.9856
2024-12-03 15:57:51.047254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.5554 - accuracy: 0.9860
2024-12-03 15:57:51.358809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.5515 - accuracy: 0.9856
2024-12-03 15:57:51.666410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.5731 - accuracy: 0.9852
2024-12-03 15:57:51.972211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.5644 - accuracy: 0.9840
2024-12-03 15:57:52.270801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.5903 - accuracy: 0.9829
2024-12-03 15:57:52.559447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.5765 - accuracy: 0.9833
2024-12-03 15:57:52.859066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.5634 - accuracy: 0.9837
2024-12-03 15:57:53.193416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.5509 - accuracy: 0.9840
2024-12-03 15:57:53.491148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.5389 - accuracy: 0.9844
2024-12-03 15:57:53.793173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.5275 - accuracy: 0.9847
2024-12-03 15:57:54.095251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.5280 - accuracy: 0.9844
2024-12-03 15:57:54.393769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.5172 - accuracy: 0.9847
2024-12-03 15:57:54.694231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.5069 - accuracy: 0.9850
2024-12-03 15:57:55.008562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.4969 - accuracy: 0.9853
2024-12-03 15:57:55.315707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.4874 - accuracy: 0.9856
2024-12-03 15:57:55.614348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.4865 - accuracy: 0.9853
2024-12-03 15:57:55.921914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.4775 - accuracy: 0.9855
2024-12-03 15:57:56.224375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.4688 - accuracy: 0.9858
2024-12-03 15:57:56.518273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.4688 - accuracy: 0.9855
2024-12-03 15:57:56.805887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.4876 - accuracy: 0.9846
2024-12-03 15:57:57.099545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4792 - accuracy: 0.9849
2024-12-03 15:57:57.385779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4711 - accuracy: 0.9852
2024-12-03 15:57:57.676061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4883 - accuracy: 0.9839
2024-12-03 15:57:57.968488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4831 - accuracy: 0.9836
2024-12-03 15:57:58.270691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4787 - accuracy: 0.9830
2024-12-03 15:57:58.564427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 451ms/step - loss: 0.4787 - accuracy: 0.9830 - val_loss: 1.4064 - val_accuracy: 0.9700
Epoch 21/50

2024-12-03 15:58:08.057370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:58:08.402081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 3.0177 - accuracy: 0.9688    
2024-12-03 15:58:08.696639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 2.0118 - accuracy: 0.9792
2024-12-03 15:58:09.009748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 17s - loss: 1.9761 - accuracy: 0.9766
2024-12-03 15:58:09.318171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 17s - loss: 1.7405 - accuracy: 0.9750
2024-12-03 15:58:09.633106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 17s - loss: 1.4504 - accuracy: 0.9792
2024-12-03 15:58:09.956174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 1.4380 - accuracy: 0.9777
2024-12-03 15:58:10.267700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 1.2583 - accuracy: 0.9805
2024-12-03 15:58:10.588794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 16s - loss: 1.1185 - accuracy: 0.9826
2024-12-03 15:58:10.901215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 1.0066 - accuracy: 0.9844
2024-12-03 15:58:11.201898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 1.0134 - accuracy: 0.9830
2024-12-03 15:58:11.494095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 15s - loss: 0.9290 - accuracy: 0.9844
2024-12-03 15:58:11.787467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 15s - loss: 1.0108 - accuracy: 0.9832
2024-12-03 15:58:12.076991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 14s - loss: 0.9386 - accuracy: 0.9844
2024-12-03 15:58:12.379785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 0.9005 - accuracy: 0.9833
2024-12-03 15:58:12.681353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 14s - loss: 0.8779 - accuracy: 0.9824
2024-12-03 15:58:12.989486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.8264 - accuracy: 0.9835
2024-12-03 15:58:13.288301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 0.9016 - accuracy: 0.9809
2024-12-03 15:58:13.595205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 0.8541 - accuracy: 0.9819
2024-12-03 15:58:13.883911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.8114 - accuracy: 0.9828
2024-12-03 15:58:14.180625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.7953 - accuracy: 0.9807
2024-12-03 15:58:14.468471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.7592 - accuracy: 0.9815
2024-12-03 15:58:14.778910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.7262 - accuracy: 0.9823
2024-12-03 15:58:15.098309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 11s - loss: 0.6959 - accuracy: 0.9831
2024-12-03 15:58:15.416070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.6918 - accuracy: 0.9825
2024-12-03 15:58:15.729525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.6818 - accuracy: 0.9820
2024-12-03 15:58:16.062077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.6686 - accuracy: 0.9815
2024-12-03 15:58:16.362832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.6788 - accuracy: 0.9810
2024-12-03 15:58:16.654329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.6554 - accuracy: 0.9817
2024-12-03 15:58:16.951808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.6335 - accuracy: 0.9823
2024-12-03 15:58:17.247826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.6840 - accuracy: 0.9808 
2024-12-03 15:58:17.543674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.7159 - accuracy: 0.9805
2024-12-03 15:58:17.873251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.7017 - accuracy: 0.9801
2024-12-03 15:58:18.173642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.6948 - accuracy: 0.9798
2024-12-03 15:58:18.478750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.6815 - accuracy: 0.9795
2024-12-03 15:58:18.778932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.6916 - accuracy: 0.9783
2024-12-03 15:58:19.082175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.7570 - accuracy: 0.9764
2024-12-03 15:58:19.381095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.7370 - accuracy: 0.9770
2024-12-03 15:58:19.681571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.7501 - accuracy: 0.9760
2024-12-03 15:58:20.008640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.7438 - accuracy: 0.9758
2024-12-03 15:58:20.307644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.7463 - accuracy: 0.9756
2024-12-03 15:58:20.608224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.7285 - accuracy: 0.9762
2024-12-03 15:58:20.908461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.7134 - accuracy: 0.9760
2024-12-03 15:58:21.214658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.6972 - accuracy: 0.9766
2024-12-03 15:58:21.519198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.6893 - accuracy: 0.9764
2024-12-03 15:58:21.828199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.7222 - accuracy: 0.9762
2024-12-03 15:58:22.131711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.7243 - accuracy: 0.9761
2024-12-03 15:58:22.429285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.7092 - accuracy: 0.9766
2024-12-03 15:58:22.730821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.6947 - accuracy: 0.9770
2024-12-03 15:58:23.029132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.7148 - accuracy: 0.9769
2024-12-03 15:58:23.326164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.7008 - accuracy: 0.9773
2024-12-03 15:58:23.624775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.6873 - accuracy: 0.9778
2024-12-03 15:58:23.918710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.6743 - accuracy: 0.9782
2024-12-03 15:58:24.217150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.6683 - accuracy: 0.9780
2024-12-03 15:58:24.514657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.6562 - accuracy: 0.9784
2024-12-03 15:58:24.814861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.6445 - accuracy: 0.9788
2024-12-03 15:58:25.117649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.6332 - accuracy: 0.9792
2024-12-03 15:58:25.409038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.6722 - accuracy: 0.9784
2024-12-03 15:58:25.700482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.6617 - accuracy: 0.9783
2024-12-03 15:58:26.003506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.6674 - accuracy: 0.9781
2024-12-03 15:58:26.297143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.6564 - accuracy: 0.9785
2024-12-03 15:58:26.602166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.6525 - accuracy: 0.9780
2024-12-03 15:58:26.900649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 450ms/step - loss: 0.6525 - accuracy: 0.9780 - val_loss: 1.2596 - val_accuracy: 0.9780
Epoch 22/50

2024-12-03 15:58:36.289043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 8.3808e-06 - accuracy: 1.0000
2024-12-03 15:58:36.628961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.1270 - accuracy: 0.9844    
2024-12-03 15:58:36.924891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0848 - accuracy: 0.9896
2024-12-03 15:58:37.244784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.0639 - accuracy: 0.9922
2024-12-03 15:58:37.567847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.2608 - accuracy: 0.9875
2024-12-03 15:58:37.891720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.2743 - accuracy: 0.9844
2024-12-03 15:58:38.224583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 0.2351 - accuracy: 0.9866
2024-12-03 15:58:38.547418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 0.2057 - accuracy: 0.9883
2024-12-03 15:58:38.865728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 0.1829 - accuracy: 0.9896
2024-12-03 15:58:39.180783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 0.3181 - accuracy: 0.9875
2024-12-03 15:58:39.488188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 0.3751 - accuracy: 0.9801
2024-12-03 15:58:39.778366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 15s - loss: 0.3923 - accuracy: 0.9792
2024-12-03 15:58:40.065687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 15s - loss: 0.3621 - accuracy: 0.9808
2024-12-03 15:58:40.345314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 15s - loss: 0.3363 - accuracy: 0.9821
2024-12-03 15:58:40.642857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 14s - loss: 0.3139 - accuracy: 0.9833
2024-12-03 15:58:40.948261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 14s - loss: 0.3404 - accuracy: 0.9824
2024-12-03 15:58:41.251215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.4471 - accuracy: 0.9816
2024-12-03 15:58:41.548771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 13s - loss: 0.4222 - accuracy: 0.9826
2024-12-03 15:58:41.854694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 0.4000 - accuracy: 0.9836
2024-12-03 15:58:42.185951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.3862 - accuracy: 0.9828
2024-12-03 15:58:42.484935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 12s - loss: 0.4410 - accuracy: 0.9821
2024-12-03 15:58:42.794975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.4381 - accuracy: 0.9815
2024-12-03 15:58:43.101953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.4190 - accuracy: 0.9823
2024-12-03 15:58:43.408152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.4015 - accuracy: 0.9831
2024-12-03 15:58:43.719334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.3855 - accuracy: 0.9837
2024-12-03 15:58:44.024565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.3707 - accuracy: 0.9844
2024-12-03 15:58:44.335559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.3655 - accuracy: 0.9838
2024-12-03 15:58:44.639299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 10s - loss: 0.4086 - accuracy: 0.9833
2024-12-03 15:58:44.934172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.4054 - accuracy: 0.9828
2024-12-03 15:58:45.233746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.4417 - accuracy: 0.9823
2024-12-03 15:58:45.532322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 9s - loss: 0.4274 - accuracy: 0.9829 
2024-12-03 15:58:45.830070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.4309 - accuracy: 0.9814
2024-12-03 15:58:46.132654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.4829 - accuracy: 0.9811
2024-12-03 15:58:46.440914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 8s - loss: 0.4687 - accuracy: 0.9816
2024-12-03 15:58:46.751361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.4553 - accuracy: 0.9821
2024-12-03 15:58:47.056271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.4426 - accuracy: 0.9826
2024-12-03 15:58:47.361143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 7s - loss: 0.4574 - accuracy: 0.9823
2024-12-03 15:58:47.664672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.4454 - accuracy: 0.9827
2024-12-03 15:58:47.976559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.4512 - accuracy: 0.9816
2024-12-03 15:58:48.280072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.4399 - accuracy: 0.9820
2024-12-03 15:58:48.589801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.4292 - accuracy: 0.9825
2024-12-03 15:58:48.886715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.4190 - accuracy: 0.9829
2024-12-03 15:58:49.190310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.4226 - accuracy: 0.9826
2024-12-03 15:58:49.484860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 5s - loss: 0.4130 - accuracy: 0.9830
2024-12-03 15:58:49.790376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.4038 - accuracy: 0.9833
2024-12-03 15:58:50.105600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.4134 - accuracy: 0.9817
2024-12-03 15:58:50.414771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 4s - loss: 0.4084 - accuracy: 0.9814
2024-12-03 15:58:50.713692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.3999 - accuracy: 0.9818
2024-12-03 15:58:51.063996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3917 - accuracy: 0.9821
2024-12-03 15:58:51.359583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 3s - loss: 0.3839 - accuracy: 0.9825
2024-12-03 15:58:51.665899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.3979 - accuracy: 0.9822
2024-12-03 15:58:51.974153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3930 - accuracy: 0.9820
2024-12-03 15:58:52.272927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3855 - accuracy: 0.9823
2024-12-03 15:58:52.575474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.3784 - accuracy: 0.9826
2024-12-03 15:58:52.909334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3840 - accuracy: 0.9824
2024-12-03 15:58:53.215175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3776 - accuracy: 0.9821
2024-12-03 15:58:53.525313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.3710 - accuracy: 0.9825
2024-12-03 15:58:53.824851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3818 - accuracy: 0.9822
2024-12-03 15:58:54.115237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3873 - accuracy: 0.9820
2024-12-03 15:58:54.418785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3808 - accuracy: 0.9823
2024-12-03 15:58:54.720146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3756 - accuracy: 0.9821
2024-12-03 15:58:55.022793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3665 - accuracy: 0.9825
2024-12-03 15:58:55.317375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 31s 487ms/step - loss: 0.3665 - accuracy: 0.9825 - val_loss: 0.6752 - val_accuracy: 0.9830
Epoch 23/50

2024-12-03 15:59:06.812199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:59:07.150231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 15:59:07.395891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 14s - loss: 9.3556e-04 - accuracy: 1.0000
2024-12-03 15:59:07.646519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 14s - loss: 7.8771e-04 - accuracy: 1.0000
2024-12-03 15:59:07.901927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 14s - loss: 6.3017e-04 - accuracy: 1.0000
2024-12-03 15:59:08.162304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 14s - loss: 0.1280 - accuracy: 0.9948    
2024-12-03 15:59:08.433372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 0.1097 - accuracy: 0.9955
2024-12-03 15:59:08.762217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.0960 - accuracy: 0.9961
2024-12-03 15:59:09.104682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 0.2219 - accuracy: 0.9931
2024-12-03 15:59:09.482413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 0.1997 - accuracy: 0.9937
2024-12-03 15:59:09.895358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 0.1955 - accuracy: 0.9915
2024-12-03 15:59:10.327702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.1793 - accuracy: 0.9922
2024-12-03 15:59:10.705389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.2345 - accuracy: 0.9904
2024-12-03 15:59:11.037087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 15s - loss: 0.2610 - accuracy: 0.9888
2024-12-03 15:59:11.363116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.2795 - accuracy: 0.9875
2024-12-03 15:59:11.667213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.2620 - accuracy: 0.9883
2024-12-03 15:59:11.967418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.2466 - accuracy: 0.9890
2024-12-03 15:59:12.260442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.2529 - accuracy: 0.9878
2024-12-03 15:59:12.545383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 13s - loss: 0.2396 - accuracy: 0.9885
2024-12-03 15:59:12.833661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.2276 - accuracy: 0.9891
2024-12-03 15:59:13.144937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.2332 - accuracy: 0.9881
2024-12-03 15:59:13.449553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 12s - loss: 0.2412 - accuracy: 0.9872
2024-12-03 15:59:13.757586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.2308 - accuracy: 0.9878
2024-12-03 15:59:14.060929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.2211 - accuracy: 0.9883
2024-12-03 15:59:14.375348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 11s - loss: 0.2543 - accuracy: 0.9875
2024-12-03 15:59:14.687261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.2447 - accuracy: 0.9880
2024-12-03 15:59:15.024371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.2490 - accuracy: 0.9873
2024-12-03 15:59:15.351599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.2656 - accuracy: 0.9866
2024-12-03 15:59:15.665213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 10s - loss: 0.2564 - accuracy: 0.9871
2024-12-03 15:59:15.985997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.2479 - accuracy: 0.9875
2024-12-03 15:59:16.297359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.2522 - accuracy: 0.9869
2024-12-03 15:59:16.607662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 9s - loss: 0.2443 - accuracy: 0.9873 
2024-12-03 15:59:16.918717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.2627 - accuracy: 0.9867
2024-12-03 15:59:17.230539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.2549 - accuracy: 0.9871
2024-12-03 15:59:17.563323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 8s - loss: 0.2477 - accuracy: 0.9875
2024-12-03 15:59:17.879018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.2408 - accuracy: 0.9878
2024-12-03 15:59:18.222707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.2343 - accuracy: 0.9882
2024-12-03 15:59:18.541155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 7s - loss: 0.2281 - accuracy: 0.9885
2024-12-03 15:59:18.857842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.2223 - accuracy: 0.9888
2024-12-03 15:59:19.167737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.2167 - accuracy: 0.9891
2024-12-03 15:59:19.482584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 6s - loss: 0.2114 - accuracy: 0.9893
2024-12-03 15:59:19.801263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.2064 - accuracy: 0.9896
2024-12-03 15:59:20.156291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2016 - accuracy: 0.9898
2024-12-03 15:59:20.477399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2299 - accuracy: 0.9886
2024-12-03 15:59:20.786463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.2248 - accuracy: 0.9889
2024-12-03 15:59:21.102517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2648 - accuracy: 0.9864
2024-12-03 15:59:21.418032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.2967 - accuracy: 0.9860
2024-12-03 15:59:21.730163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.2967 - accuracy: 0.9857
2024-12-03 15:59:22.038325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.2907 - accuracy: 0.9860
2024-12-03 15:59:22.359101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2849 - accuracy: 0.9862
2024-12-03 15:59:22.673755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.2825 - accuracy: 0.9859
2024-12-03 15:59:22.982397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.2891 - accuracy: 0.9850
2024-12-03 15:59:23.290740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2837 - accuracy: 0.9853
2024-12-03 15:59:23.633925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.2784 - accuracy: 0.9855
2024-12-03 15:59:23.949683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2798 - accuracy: 0.9847
2024-12-03 15:59:24.267835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3379 - accuracy: 0.9838
2024-12-03 15:59:24.580175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.3319 - accuracy: 0.9841
2024-12-03 15:59:24.899584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3262 - accuracy: 0.9844
2024-12-03 15:59:25.213292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3207 - accuracy: 0.9846
2024-12-03 15:59:25.513298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3153 - accuracy: 0.9849
2024-12-03 15:59:25.809750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3102 - accuracy: 0.9851
2024-12-03 15:59:26.116700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3071 - accuracy: 0.9850
2024-12-03 15:59:26.427162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 470ms/step - loss: 0.3071 - accuracy: 0.9850 - val_loss: 0.7799 - val_accuracy: 0.9800
Epoch 24/50

2024-12-03 15:59:36.302541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 4.8429e-08 - accuracy: 1.0000
2024-12-03 15:59:36.662313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 2.4214e-08 - accuracy: 1.0000
2024-12-03 15:59:36.979892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 5.2154e-08 - accuracy: 1.0000
2024-12-03 15:59:37.326072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 3.9334e-04 - accuracy: 1.0000
2024-12-03 15:59:37.691999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.5356 - accuracy: 0.9812    
2024-12-03 15:59:38.045992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.4463 - accuracy: 0.9844
2024-12-03 15:59:38.384860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.3826 - accuracy: 0.9866
2024-12-03 15:59:38.752517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.5270 - accuracy: 0.9844
2024-12-03 15:59:39.084091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.4956 - accuracy: 0.9826
2024-12-03 15:59:39.413376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.5455 - accuracy: 0.9781
2024-12-03 15:59:39.733818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.4959 - accuracy: 0.9801
2024-12-03 15:59:40.048432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.4545 - accuracy: 0.9818
2024-12-03 15:59:40.361120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.4355 - accuracy: 0.9808
2024-12-03 15:59:40.696786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.6373 - accuracy: 0.9777
2024-12-03 15:59:41.001284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.5948 - accuracy: 0.9792
2024-12-03 15:59:41.317314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.5577 - accuracy: 0.9805
2024-12-03 15:59:41.638993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.5249 - accuracy: 0.9816
2024-12-03 15:59:41.961662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.4957 - accuracy: 0.9826
2024-12-03 15:59:42.282974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.5132 - accuracy: 0.9819
2024-12-03 15:59:42.589708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.4876 - accuracy: 0.9828
2024-12-03 15:59:42.920986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.4650 - accuracy: 0.9836
2024-12-03 15:59:43.262789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.4438 - accuracy: 0.9844
2024-12-03 15:59:43.577499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.4245 - accuracy: 0.9851
2024-12-03 15:59:43.896031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.4254 - accuracy: 0.9844
2024-12-03 15:59:44.212697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.5488 - accuracy: 0.9825
2024-12-03 15:59:44.530024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.5813 - accuracy: 0.9808
2024-12-03 15:59:44.848573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.5598 - accuracy: 0.9815
2024-12-03 15:59:45.193315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.5398 - accuracy: 0.9821
2024-12-03 15:59:45.515378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.5265 - accuracy: 0.9817
2024-12-03 15:59:45.833841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.5090 - accuracy: 0.9823
2024-12-03 15:59:46.179501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.4926 - accuracy: 0.9829
2024-12-03 15:59:46.493171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.4772 - accuracy: 0.9834
2024-12-03 15:59:46.852084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.5723 - accuracy: 0.9830 
2024-12-03 15:59:47.203156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.5554 - accuracy: 0.9835
2024-12-03 15:59:47.548086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.5402 - accuracy: 0.9839
2024-12-03 15:59:47.868621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.5252 - accuracy: 0.9844
2024-12-03 15:59:48.201950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.5110 - accuracy: 0.9848
2024-12-03 15:59:48.551661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.4975 - accuracy: 0.9852
2024-12-03 15:59:48.889958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.4895 - accuracy: 0.9848
2024-12-03 15:59:49.221083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.4772 - accuracy: 0.9852
2024-12-03 15:59:49.599564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.4888 - accuracy: 0.9840
2024-12-03 15:59:49.922746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.4832 - accuracy: 0.9836
2024-12-03 15:59:50.267640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.5003 - accuracy: 0.9826
2024-12-03 15:59:50.600834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.4994 - accuracy: 0.9822
2024-12-03 15:59:50.933719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.4895 - accuracy: 0.9819
2024-12-03 15:59:51.266148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.4788 - accuracy: 0.9823
2024-12-03 15:59:51.600463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.4686 - accuracy: 0.9827
2024-12-03 15:59:51.928319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.4589 - accuracy: 0.9831
2024-12-03 15:59:52.265869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.4495 - accuracy: 0.9834
2024-12-03 15:59:52.615997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.4405 - accuracy: 0.9837
2024-12-03 15:59:52.956519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.4319 - accuracy: 0.9841
2024-12-03 15:59:53.288046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.4236 - accuracy: 0.9844
2024-12-03 15:59:53.609921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.4156 - accuracy: 0.9847
2024-12-03 15:59:53.966294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.4079 - accuracy: 0.9850
2024-12-03 15:59:54.287340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.4006 - accuracy: 0.9852
2024-12-03 15:59:54.599228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3943 - accuracy: 0.9849
2024-12-03 15:59:54.906362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.3873 - accuracy: 0.9852
2024-12-03 15:59:55.211494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4179 - accuracy: 0.9844
2024-12-03 15:59:55.496630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4353 - accuracy: 0.9836
2024-12-03 15:59:55.805227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4522 - accuracy: 0.9828
2024-12-03 15:59:56.132418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4448 - accuracy: 0.9831
2024-12-03 15:59:56.501335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4530 - accuracy: 0.9830
2024-12-03 15:59:56.818517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 489ms/step - loss: 0.4530 - accuracy: 0.9830 - val_loss: 0.8843 - val_accuracy: 0.9770
Epoch 25/50

2024-12-03 16:00:06.957217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 1.4752e-06 - accuracy: 1.0000
2024-12-03 16:00:07.322635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 7.3759e-07 - accuracy: 1.0000
2024-12-03 16:00:07.621569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0022 - accuracy: 1.0000    
2024-12-03 16:00:07.927596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.0017 - accuracy: 1.0000
2024-12-03 16:00:08.242651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 17s - loss: 0.0230 - accuracy: 0.9937
2024-12-03 16:00:08.548033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 17s - loss: 0.0193 - accuracy: 0.9948
2024-12-03 16:00:08.914794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 0.5614 - accuracy: 0.9866
2024-12-03 16:00:09.238724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 1.0267 - accuracy: 0.9805
2024-12-03 16:00:09.584255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 0.9126 - accuracy: 0.9826
2024-12-03 16:00:09.935114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 0.8214 - accuracy: 0.9844
2024-12-03 16:00:10.304413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.7467 - accuracy: 0.9858
2024-12-03 16:00:10.642544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.7121 - accuracy: 0.9844
2024-12-03 16:00:11.025912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.6574 - accuracy: 0.9856
2024-12-03 16:00:11.365537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.6104 - accuracy: 0.9866
2024-12-03 16:00:11.708529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.5697 - accuracy: 0.9875
2024-12-03 16:00:12.058706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.5341 - accuracy: 0.9883
2024-12-03 16:00:12.380206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.5308 - accuracy: 0.9871
2024-12-03 16:00:12.703498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.5095 - accuracy: 0.9861
2024-12-03 16:00:13.019918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.4827 - accuracy: 0.9868
2024-12-03 16:00:13.344736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.4586 - accuracy: 0.9875
2024-12-03 16:00:13.680189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.4368 - accuracy: 0.9881
2024-12-03 16:00:14.020006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.4721 - accuracy: 0.9872
2024-12-03 16:00:14.383332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.4516 - accuracy: 0.9878
2024-12-03 16:00:14.767566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.4503 - accuracy: 0.9870
2024-12-03 16:00:15.117029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.5553 - accuracy: 0.9850
2024-12-03 16:00:15.440645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.5441 - accuracy: 0.9844
2024-12-03 16:00:15.753837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.5409 - accuracy: 0.9838
2024-12-03 16:00:16.076681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.5216 - accuracy: 0.9844
2024-12-03 16:00:16.380939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.5036 - accuracy: 0.9849
2024-12-03 16:00:16.706177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.5267 - accuracy: 0.9833
2024-12-03 16:00:17.047770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.5098 - accuracy: 0.9839
2024-12-03 16:00:17.370780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.5059 - accuracy: 0.9834
2024-12-03 16:00:17.697624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.4906 - accuracy: 0.9839
2024-12-03 16:00:18.022736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.4762 - accuracy: 0.9844 
2024-12-03 16:00:18.387574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.4626 - accuracy: 0.9848
2024-12-03 16:00:18.730689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.5574 - accuracy: 0.9835
2024-12-03 16:00:19.058156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.6171 - accuracy: 0.9814
2024-12-03 16:00:19.383282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.6050 - accuracy: 0.9811
2024-12-03 16:00:19.692560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.5895 - accuracy: 0.9816
2024-12-03 16:00:20.009345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.5747 - accuracy: 0.9820
2024-12-03 16:00:20.343966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.5607 - accuracy: 0.9825
2024-12-03 16:00:20.690341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.5474 - accuracy: 0.9829
2024-12-03 16:00:21.054308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.5346 - accuracy: 0.9833
2024-12-03 16:00:21.394152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.5225 - accuracy: 0.9837
2024-12-03 16:00:21.716874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.5306 - accuracy: 0.9833
2024-12-03 16:00:22.022652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.5191 - accuracy: 0.9837
2024-12-03 16:00:22.354451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.5080 - accuracy: 0.9840
2024-12-03 16:00:22.690730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.5315 - accuracy: 0.9837
2024-12-03 16:00:23.032472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.5456 - accuracy: 0.9834
2024-12-03 16:00:23.355057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.5405 - accuracy: 0.9831
2024-12-03 16:00:23.706127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.5839 - accuracy: 0.9822
2024-12-03 16:00:24.026431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.5823 - accuracy: 0.9820
2024-12-03 16:00:24.343971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.5975 - accuracy: 0.9805
2024-12-03 16:00:24.680296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.5865 - accuracy: 0.9809
2024-12-03 16:00:25.008822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.6232 - accuracy: 0.9807
2024-12-03 16:00:25.324260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.6121 - accuracy: 0.9810
2024-12-03 16:00:25.631447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.6014 - accuracy: 0.9814
2024-12-03 16:00:25.948698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.5910 - accuracy: 0.9817
2024-12-03 16:00:26.271642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.5810 - accuracy: 0.9820
2024-12-03 16:00:26.586594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.5713 - accuracy: 0.9823
2024-12-03 16:00:26.912856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.5624 - accuracy: 0.9821
2024-12-03 16:00:27.247161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.5489 - accuracy: 0.9825
2024-12-03 16:00:27.580047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 490ms/step - loss: 0.5489 - accuracy: 0.9825 - val_loss: 0.7317 - val_accuracy: 0.9780
Epoch 26/50

2024-12-03 16:00:37.722668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 4.9392e-05 - accuracy: 1.0000
2024-12-03 16:00:38.097357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0139 - accuracy: 0.9844    
2024-12-03 16:00:38.424398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0343 - accuracy: 0.9792
2024-12-03 16:00:38.776252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.0257 - accuracy: 0.9844
2024-12-03 16:00:39.143222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.0206 - accuracy: 0.9875
2024-12-03 16:00:39.538652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.0173 - accuracy: 0.9896
2024-12-03 16:00:39.891383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.0394 - accuracy: 0.9866
2024-12-03 16:00:40.233054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.0345 - accuracy: 0.9883
2024-12-03 16:00:40.560584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0307 - accuracy: 0.9896
2024-12-03 16:00:40.893439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0581 - accuracy: 0.9844
2024-12-03 16:00:41.224593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.0528 - accuracy: 0.9858
2024-12-03 16:00:41.528846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0484 - accuracy: 0.9870
2024-12-03 16:00:41.847108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.0839 - accuracy: 0.9856
2024-12-03 16:00:42.171126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0779 - accuracy: 0.9866
2024-12-03 16:00:42.503223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0727 - accuracy: 0.9875
2024-12-03 16:00:42.827974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.0682 - accuracy: 0.9883
2024-12-03 16:00:43.153450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0688 - accuracy: 0.9871
2024-12-03 16:00:43.492511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0909 - accuracy: 0.9861
2024-12-03 16:00:43.830860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.0861 - accuracy: 0.9868
2024-12-03 16:00:44.152202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0977 - accuracy: 0.9859
2024-12-03 16:00:44.504665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.1534 - accuracy: 0.9851
2024-12-03 16:00:44.878387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.1957 - accuracy: 0.9844
2024-12-03 16:00:45.224382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.3058 - accuracy: 0.9837
2024-12-03 16:00:45.565074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.2930 - accuracy: 0.9844
2024-12-03 16:00:45.894813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.2813 - accuracy: 0.9850
2024-12-03 16:00:46.207497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.2950 - accuracy: 0.9832
2024-12-03 16:00:46.524057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.2841 - accuracy: 0.9838
2024-12-03 16:00:46.838455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.2922 - accuracy: 0.9821
2024-12-03 16:00:47.170858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.2821 - accuracy: 0.9828
2024-12-03 16:00:47.500078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.2727 - accuracy: 0.9833
2024-12-03 16:00:47.822148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.2640 - accuracy: 0.9839
2024-12-03 16:00:48.192118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.2558 - accuracy: 0.9844
2024-12-03 16:00:48.531397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.2485 - accuracy: 0.9848
2024-12-03 16:00:48.865909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.2525 - accuracy: 0.9844 
2024-12-03 16:00:49.204381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.2453 - accuracy: 0.9848
2024-12-03 16:00:49.534244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.2461 - accuracy: 0.9844
2024-12-03 16:00:49.856181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.2395 - accuracy: 0.9848
2024-12-03 16:00:50.182895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.2332 - accuracy: 0.9852
2024-12-03 16:00:50.518967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.2272 - accuracy: 0.9856
2024-12-03 16:00:50.862975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.2215 - accuracy: 0.9859
2024-12-03 16:00:51.191577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.2293 - accuracy: 0.9855
2024-12-03 16:00:51.502657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.2239 - accuracy: 0.9859
2024-12-03 16:00:51.825416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2187 - accuracy: 0.9862
2024-12-03 16:00:52.161873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2137 - accuracy: 0.9865
2024-12-03 16:00:52.503393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.2089 - accuracy: 0.9868
2024-12-03 16:00:52.846291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2044 - accuracy: 0.9871
2024-12-03 16:00:53.171543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.2000 - accuracy: 0.9874
2024-12-03 16:00:53.495396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.1959 - accuracy: 0.9876
2024-12-03 16:00:53.814900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.2280 - accuracy: 0.9872
2024-12-03 16:00:54.143347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2234 - accuracy: 0.9875
2024-12-03 16:00:54.479814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.2294 - accuracy: 0.9871
2024-12-03 16:00:54.846479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.2626 - accuracy: 0.9862
2024-12-03 16:00:55.189923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2576 - accuracy: 0.9864
2024-12-03 16:00:55.526899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2529 - accuracy: 0.9867
2024-12-03 16:00:55.836349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2485 - accuracy: 0.9869
2024-12-03 16:00:56.152382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2441 - accuracy: 0.9872
2024-12-03 16:00:56.471819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2398 - accuracy: 0.9874
2024-12-03 16:00:56.789537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2357 - accuracy: 0.9876
2024-12-03 16:00:57.103681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2317 - accuracy: 0.9878
2024-12-03 16:00:57.427296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2278 - accuracy: 0.9880
2024-12-03 16:00:57.752131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2311 - accuracy: 0.9877
2024-12-03 16:00:58.074717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2316 - accuracy: 0.9875
2024-12-03 16:00:58.406828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 33s 532ms/step - loss: 0.2316 - accuracy: 0.9875 - val_loss: 0.5487 - val_accuracy: 0.9840
Epoch 27/50

2024-12-03 16:01:11.081274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 20s - loss: 3.5314e-06 - accuracy: 1.0000
2024-12-03 16:01:11.415714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 14s - loss: 1.7657e-06 - accuracy: 1.0000
2024-12-03 16:01:11.659290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 14s - loss: 1.1771e-06 - accuracy: 1.0000
2024-12-03 16:01:11.911364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 14s - loss: 0.0551 - accuracy: 0.9922    
2024-12-03 16:01:12.167155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 14s - loss: 0.0717 - accuracy: 0.9875
2024-12-03 16:01:12.429914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 14s - loss: 0.0598 - accuracy: 0.9896
2024-12-03 16:01:12.714213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 0.0776 - accuracy: 0.9866
2024-12-03 16:01:13.035121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 0.1453 - accuracy: 0.9844
2024-12-03 16:01:13.413883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 16s - loss: 0.1291 - accuracy: 0.9861
2024-12-03 16:01:13.904762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 0.1669 - accuracy: 0.9844
2024-12-03 16:01:14.332854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.1517 - accuracy: 0.9858
2024-12-03 16:01:14.742220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.1390 - accuracy: 0.9870
2024-12-03 16:01:15.105223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.2268 - accuracy: 0.9856
2024-12-03 16:01:15.434300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.2106 - accuracy: 0.9866
2024-12-03 16:01:15.745055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.2009 - accuracy: 0.9854
2024-12-03 16:01:16.048331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.1883 - accuracy: 0.9863
2024-12-03 16:01:16.357359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.1772 - accuracy: 0.9871
2024-12-03 16:01:16.667269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.1674 - accuracy: 0.9878
2024-12-03 16:01:16.971701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.2136 - accuracy: 0.9868
2024-12-03 16:01:17.281417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.2303 - accuracy: 0.9859
2024-12-03 16:01:17.597731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.2194 - accuracy: 0.9866
2024-12-03 16:01:17.951536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.2742 - accuracy: 0.9844
2024-12-03 16:01:18.287952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.3016 - accuracy: 0.9837
2024-12-03 16:01:18.626161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.2890 - accuracy: 0.9844
2024-12-03 16:01:18.961523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.2775 - accuracy: 0.9850
2024-12-03 16:01:19.315290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.2675 - accuracy: 0.9856
2024-12-03 16:01:19.649418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.2576 - accuracy: 0.9861
2024-12-03 16:01:20.006036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.3072 - accuracy: 0.9855
2024-12-03 16:01:20.335943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.2993 - accuracy: 0.9849
2024-12-03 16:01:20.661537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.2893 - accuracy: 0.9854
2024-12-03 16:01:20.985284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.2800 - accuracy: 0.9859
2024-12-03 16:01:21.333804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.2712 - accuracy: 0.9863
2024-12-03 16:01:21.662553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.2630 - accuracy: 0.9867 
2024-12-03 16:01:21.984947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.2968 - accuracy: 0.9862
2024-12-03 16:01:22.319709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.2884 - accuracy: 0.9866
2024-12-03 16:01:22.650432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.2805 - accuracy: 0.9870
2024-12-03 16:01:22.969800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.2807 - accuracy: 0.9865
2024-12-03 16:01:23.324789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.2759 - accuracy: 0.9860
2024-12-03 16:01:23.650278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.2688 - accuracy: 0.9864
2024-12-03 16:01:23.972876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.2621 - accuracy: 0.9867
2024-12-03 16:01:24.287146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.2557 - accuracy: 0.9870
2024-12-03 16:01:24.611965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.2496 - accuracy: 0.9874
2024-12-03 16:01:24.984227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2438 - accuracy: 0.9876
2024-12-03 16:01:25.316673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2526 - accuracy: 0.9872
2024-12-03 16:01:25.655332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.2470 - accuracy: 0.9875
2024-12-03 16:01:25.981523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2416 - accuracy: 0.9878
2024-12-03 16:01:26.305392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.2526 - accuracy: 0.9867
2024-12-03 16:01:26.634296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.2473 - accuracy: 0.9870
2024-12-03 16:01:26.968418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.2508 - accuracy: 0.9866
2024-12-03 16:01:27.321327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2645 - accuracy: 0.9862
2024-12-03 16:01:27.655205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.2687 - accuracy: 0.9859
2024-12-03 16:01:28.009369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.2635 - accuracy: 0.9862
2024-12-03 16:01:28.343389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2586 - accuracy: 0.9864
2024-12-03 16:01:28.668572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.2538 - accuracy: 0.9867
2024-12-03 16:01:28.983911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2579 - accuracy: 0.9864
2024-12-03 16:01:29.310856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2533 - accuracy: 0.9866
2024-12-03 16:01:29.629829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.2488 - accuracy: 0.9868
2024-12-03 16:01:29.993516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2445 - accuracy: 0.9871
2024-12-03 16:01:30.385819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2404 - accuracy: 0.9873
2024-12-03 16:01:30.818961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2364 - accuracy: 0.9875
2024-12-03 16:01:31.207885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2413 - accuracy: 0.9872
2024-12-03 16:01:31.579727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2976 - accuracy: 0.9860
2024-12-03 16:01:31.936130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 502ms/step - loss: 0.2976 - accuracy: 0.9860 - val_loss: 1.1886 - val_accuracy: 0.9710
Epoch 28/50

2024-12-03 16:01:42.518119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:01:42.863315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:01:43.150463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0143 - accuracy: 0.9896    
2024-12-03 16:01:43.467091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.3603 - accuracy: 0.9766
2024-12-03 16:01:43.811267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.8803 - accuracy: 0.9688
2024-12-03 16:01:44.195453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.7336 - accuracy: 0.9740
2024-12-03 16:01:44.652888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 0.6288 - accuracy: 0.9777
2024-12-03 16:01:45.058009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.7318 - accuracy: 0.9766
2024-12-03 16:01:45.492981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.6505 - accuracy: 0.9792
2024-12-03 16:01:45.891323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.5911 - accuracy: 0.9781
2024-12-03 16:01:46.276704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.5883 - accuracy: 0.9773
2024-12-03 16:01:46.623790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.5393 - accuracy: 0.9792
2024-12-03 16:01:46.961506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.4978 - accuracy: 0.9808
2024-12-03 16:01:47.295790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.4622 - accuracy: 0.9821
2024-12-03 16:01:47.627742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.4314 - accuracy: 0.9833
2024-12-03 16:01:47.971133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.4045 - accuracy: 0.9844
2024-12-03 16:01:48.295507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.4233 - accuracy: 0.9816
2024-12-03 16:01:48.617526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.4098 - accuracy: 0.9809
2024-12-03 16:01:48.957576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.3882 - accuracy: 0.9819
2024-12-03 16:01:49.286977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.4009 - accuracy: 0.9812
2024-12-03 16:01:49.662672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.3818 - accuracy: 0.9821
2024-12-03 16:01:49.999039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.3645 - accuracy: 0.9830
2024-12-03 16:01:50.342719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.3486 - accuracy: 0.9837
2024-12-03 16:01:50.675332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.3341 - accuracy: 0.9844
2024-12-03 16:01:51.026824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.3207 - accuracy: 0.9850
2024-12-03 16:01:51.387965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.3122 - accuracy: 0.9844
2024-12-03 16:01:51.765592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.3376 - accuracy: 0.9826
2024-12-03 16:01:52.130376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.3709 - accuracy: 0.9821
2024-12-03 16:01:52.502122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.3624 - accuracy: 0.9817
2024-12-03 16:01:52.871231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.3541 - accuracy: 0.9812
2024-12-03 16:01:53.225228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.3434 - accuracy: 0.9808
2024-12-03 16:01:53.544210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.3327 - accuracy: 0.9814
2024-12-03 16:01:53.878708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.3226 - accuracy: 0.9820
2024-12-03 16:01:54.217033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.3131 - accuracy: 0.9825
2024-12-03 16:01:54.553336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.3136 - accuracy: 0.9821 
2024-12-03 16:01:54.917280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.3356 - accuracy: 0.9809
2024-12-03 16:01:55.264361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.3265 - accuracy: 0.9814
2024-12-03 16:01:55.606354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.3179 - accuracy: 0.9819
2024-12-03 16:01:55.936060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.3098 - accuracy: 0.9824
2024-12-03 16:01:56.277633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3605 - accuracy: 0.9812
2024-12-03 16:01:56.614681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3517 - accuracy: 0.9817
2024-12-03 16:01:56.946431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3581 - accuracy: 0.9814
2024-12-03 16:01:57.270873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.3787 - accuracy: 0.9804
2024-12-03 16:01:57.622551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.3701 - accuracy: 0.9808
2024-12-03 16:01:57.980535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3903 - accuracy: 0.9806
2024-12-03 16:01:58.297214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.3818 - accuracy: 0.9810
2024-12-03 16:01:58.634412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3737 - accuracy: 0.9814
2024-12-03 16:01:58.967384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.4079 - accuracy: 0.9805
2024-12-03 16:01:59.320449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.4000 - accuracy: 0.9809
2024-12-03 16:01:59.663822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3920 - accuracy: 0.9812
2024-12-03 16:01:59.998747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3843 - accuracy: 0.9816
2024-12-03 16:02:00.336366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.4041 - accuracy: 0.9814
2024-12-03 16:02:00.660270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3965 - accuracy: 0.9817
2024-12-03 16:02:01.022350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3891 - accuracy: 0.9821
2024-12-03 16:02:01.333085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3821 - accuracy: 0.9824
2024-12-03 16:02:01.634927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3753 - accuracy: 0.9827
2024-12-03 16:02:01.955256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3687 - accuracy: 0.9830
2024-12-03 16:02:02.282109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3623 - accuracy: 0.9833
2024-12-03 16:02:02.598997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3565 - accuracy: 0.9831
2024-12-03 16:02:02.931826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3506 - accuracy: 0.9833
2024-12-03 16:02:03.281371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3449 - accuracy: 0.9836
2024-12-03 16:02:03.607165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3878 - accuracy: 0.9825
2024-12-03 16:02:03.911513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets

63/63 [==============================] - 33s 534ms/step - loss: 0.3878 - accuracy: 0.9825 - val_loss: 0.4919 - val_accuracy: 0.9840
Epoch 29/50

2024-12-03 16:02:15.987928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.9583 - accuracy: 0.9688
2024-12-03 16:02:16.336483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 15s - loss: 0.9847 - accuracy: 0.9688
2024-12-03 16:02:16.586029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 15s - loss: 0.6912 - accuracy: 0.9688
2024-12-03 16:02:16.838786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 15s - loss: 0.7532 - accuracy: 0.9688
2024-12-03 16:02:17.102432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 15s - loss: 1.6470 - accuracy: 0.9563
2024-12-03 16:02:17.400086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 15s - loss: 1.5025 - accuracy: 0.9531
2024-12-03 16:02:17.680598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 15s - loss: 1.2878 - accuracy: 0.9598
2024-12-03 16:02:17.986764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 15s - loss: 1.1330 - accuracy: 0.9609
2024-12-03 16:02:18.323837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 15s - loss: 1.0554 - accuracy: 0.9618
2024-12-03 16:02:18.704652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 16s - loss: 0.9498 - accuracy: 0.9656
2024-12-03 16:02:19.109339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 0.8635 - accuracy: 0.9688
2024-12-03 16:02:19.514843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.8259 - accuracy: 0.9688
2024-12-03 16:02:19.902311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.7624 - accuracy: 0.9712
2024-12-03 16:02:20.257204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.7092 - accuracy: 0.9732
2024-12-03 16:02:20.597691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.6619 - accuracy: 0.9750
2024-12-03 16:02:20.912214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.6205 - accuracy: 0.9766
2024-12-03 16:02:21.227649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.5962 - accuracy: 0.9761
2024-12-03 16:02:21.543045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.6031 - accuracy: 0.9757
2024-12-03 16:02:21.847012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.5762 - accuracy: 0.9753
2024-12-03 16:02:22.157779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.5474 - accuracy: 0.9766
2024-12-03 16:02:22.508164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.5213 - accuracy: 0.9777
2024-12-03 16:02:22.824036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.4976 - accuracy: 0.9787
2024-12-03 16:02:23.135139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.4806 - accuracy: 0.9783
2024-12-03 16:02:23.467568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.4606 - accuracy: 0.9792
2024-12-03 16:02:23.791321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.4421 - accuracy: 0.9800
2024-12-03 16:02:24.115635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.4251 - accuracy: 0.9808
2024-12-03 16:02:24.477929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.4094 - accuracy: 0.9815
2024-12-03 16:02:24.800659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.3948 - accuracy: 0.9821
2024-12-03 16:02:25.155883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.4597 - accuracy: 0.9806
2024-12-03 16:02:25.486079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.4808 - accuracy: 0.9802
2024-12-03 16:02:25.814595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.4653 - accuracy: 0.9808
2024-12-03 16:02:26.144233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.4507 - accuracy: 0.9814
2024-12-03 16:02:26.457349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.4371 - accuracy: 0.9820 
2024-12-03 16:02:26.773195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.4340 - accuracy: 0.9816
2024-12-03 16:02:27.108823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.4517 - accuracy: 0.9795
2024-12-03 16:02:27.440378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.4392 - accuracy: 0.9800
2024-12-03 16:02:27.802545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.4273 - accuracy: 0.9806
2024-12-03 16:02:28.126549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.4160 - accuracy: 0.9811
2024-12-03 16:02:28.456644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.4054 - accuracy: 0.9816
2024-12-03 16:02:28.783204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.3952 - accuracy: 0.9820
2024-12-03 16:02:29.112089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3856 - accuracy: 0.9825
2024-12-03 16:02:29.437942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.3764 - accuracy: 0.9829
2024-12-03 16:02:29.769664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.3851 - accuracy: 0.9818
2024-12-03 16:02:30.088091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.3763 - accuracy: 0.9822
2024-12-03 16:02:30.407238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.3680 - accuracy: 0.9826
2024-12-03 16:02:30.724598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.3600 - accuracy: 0.9830
2024-12-03 16:02:31.056659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3617 - accuracy: 0.9827
2024-12-03 16:02:31.397953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.3609 - accuracy: 0.9824
2024-12-03 16:02:31.713137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3987 - accuracy: 0.9821
2024-12-03 16:02:32.019646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3907 - accuracy: 0.9825
2024-12-03 16:02:32.342747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.3831 - accuracy: 0.9828
2024-12-03 16:02:32.683883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3757 - accuracy: 0.9832
2024-12-03 16:02:33.006310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3686 - accuracy: 0.9835
2024-12-03 16:02:33.321109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.3939 - accuracy: 0.9826
2024-12-03 16:02:33.645687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3867 - accuracy: 0.9830
2024-12-03 16:02:33.969662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3798 - accuracy: 0.9833
2024-12-03 16:02:34.277679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.3732 - accuracy: 0.9836
2024-12-03 16:02:34.606688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3688 - accuracy: 0.9833
2024-12-03 16:02:34.912919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3626 - accuracy: 0.9836
2024-12-03 16:02:35.271829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.3627 - accuracy: 0.9833
2024-12-03 16:02:35.581499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3568 - accuracy: 0.9836
2024-12-03 16:02:35.909666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3627 - accuracy: 0.9835
2024-12-03 16:02:36.221474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 481ms/step - loss: 0.3627 - accuracy: 0.9835 - val_loss: 0.6391 - val_accuracy: 0.9820
Epoch 30/50

2024-12-03 16:02:46.131719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0481 - accuracy: 0.9688
2024-12-03 16:02:46.524272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 21s - loss: 0.0241 - accuracy: 0.9844
2024-12-03 16:02:46.876005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.0161 - accuracy: 0.9896
2024-12-03 16:02:47.230326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.0121 - accuracy: 0.9922
2024-12-03 16:02:47.581835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.0097 - accuracy: 0.9937
2024-12-03 16:02:47.935481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.0080 - accuracy: 0.9948
2024-12-03 16:02:48.283564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.0069 - accuracy: 0.9955
2024-12-03 16:02:48.636524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.0241 - accuracy: 0.9922
2024-12-03 16:02:49.000126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.0214 - accuracy: 0.9931
2024-12-03 16:02:49.355809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0193 - accuracy: 0.9937
2024-12-03 16:02:49.691444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.0275 - accuracy: 0.9915
2024-12-03 16:02:50.032785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0318 - accuracy: 0.9896
2024-12-03 16:02:50.391086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0293 - accuracy: 0.9904
2024-12-03 16:02:50.733512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.0272 - accuracy: 0.9911
2024-12-03 16:02:51.079573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0254 - accuracy: 0.9917
2024-12-03 16:02:51.457907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0238 - accuracy: 0.9922
2024-12-03 16:02:51.807224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.0264 - accuracy: 0.9908
2024-12-03 16:02:52.156219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0539 - accuracy: 0.9896
2024-12-03 16:02:52.508145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0916 - accuracy: 0.9885
2024-12-03 16:02:52.851874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.1615 - accuracy: 0.9859
2024-12-03 16:02:53.222032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.1700 - accuracy: 0.9851
2024-12-03 16:02:53.589720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.1623 - accuracy: 0.9858
2024-12-03 16:02:53.963239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.1555 - accuracy: 0.9864
2024-12-03 16:02:54.326189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1490 - accuracy: 0.9870
2024-12-03 16:02:54.696430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.1430 - accuracy: 0.9875
2024-12-03 16:02:55.064128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.1375 - accuracy: 0.9880
2024-12-03 16:02:55.410712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1324 - accuracy: 0.9884
2024-12-03 16:02:55.750486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.1277 - accuracy: 0.9888
2024-12-03 16:02:56.098288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.1455 - accuracy: 0.9881
2024-12-03 16:02:56.442102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.1406 - accuracy: 0.9885
2024-12-03 16:02:56.838772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.1361 - accuracy: 0.9889
2024-12-03 16:02:57.172244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.1318 - accuracy: 0.9893
2024-12-03 16:02:57.517735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.1278 - accuracy: 0.9896
2024-12-03 16:02:57.841994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.1241 - accuracy: 0.9899
2024-12-03 16:02:58.224327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1205 - accuracy: 0.9902 
2024-12-03 16:02:58.539652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.1175 - accuracy: 0.9905
2024-12-03 16:02:58.859951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.1167 - accuracy: 0.9899
2024-12-03 16:02:59.183390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.1136 - accuracy: 0.9901
2024-12-03 16:02:59.525238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.1107 - accuracy: 0.9904
2024-12-03 16:02:59.895707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.1236 - accuracy: 0.9898
2024-12-03 16:03:00.242669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.1252 - accuracy: 0.9893
2024-12-03 16:03:00.610727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.1222 - accuracy: 0.9896
2024-12-03 16:03:00.961654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.1194 - accuracy: 0.9898
2024-12-03 16:03:01.302431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.1167 - accuracy: 0.9901
2024-12-03 16:03:01.714722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.1470 - accuracy: 0.9896
2024-12-03 16:03:02.058150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.1438 - accuracy: 0.9898
2024-12-03 16:03:02.402464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.1411 - accuracy: 0.9900
2024-12-03 16:03:02.741682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.1535 - accuracy: 0.9896
2024-12-03 16:03:03.122138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.1504 - accuracy: 0.9898
2024-12-03 16:03:03.461316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.1473 - accuracy: 0.9900
2024-12-03 16:03:03.786765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.1445 - accuracy: 0.9902
2024-12-03 16:03:04.118485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.1441 - accuracy: 0.9898
2024-12-03 16:03:04.458224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.1414 - accuracy: 0.9900
2024-12-03 16:03:04.841202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.1460 - accuracy: 0.9896
2024-12-03 16:03:05.167335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.1438 - accuracy: 0.9892
2024-12-03 16:03:05.503676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.1412 - accuracy: 0.9894
2024-12-03 16:03:05.832434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.1388 - accuracy: 0.9896
2024-12-03 16:03:06.185100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.1364 - accuracy: 0.9898
2024-12-03 16:03:06.555430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.1341 - accuracy: 0.9899
2024-12-03 16:03:06.936731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.1318 - accuracy: 0.9901
2024-12-03 16:03:07.300619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1297 - accuracy: 0.9903
2024-12-03 16:03:07.650303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1266 - accuracy: 0.9905
2024-12-03 16:03:07.967871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 514ms/step - loss: 0.1266 - accuracy: 0.9905 - val_loss: 0.9136 - val_accuracy: 0.9800
Epoch 31/50

2024-12-03 16:03:18.420279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:03:18.781867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:03:19.070886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:03:19.365313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 17s - loss: 3.7718e-07 - accuracy: 1.0000
2024-12-03 16:03:19.673330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 17s - loss: 0.0701 - accuracy: 0.9937    
2024-12-03 16:03:19.995184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.0584 - accuracy: 0.9948
2024-12-03 16:03:20.361045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 17s - loss: 0.0529 - accuracy: 0.9955
2024-12-03 16:03:20.707738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 0.0463 - accuracy: 0.9961
2024-12-03 16:03:21.046616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 0.0432 - accuracy: 0.9965
2024-12-03 16:03:21.373667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 0.0389 - accuracy: 0.9969
2024-12-03 16:03:21.711015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 16s - loss: 0.0354 - accuracy: 0.9972
2024-12-03 16:03:22.034460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.1791 - accuracy: 0.9948
2024-12-03 16:03:22.359879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.1653 - accuracy: 0.9952
2024-12-03 16:03:22.676098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 15s - loss: 0.1535 - accuracy: 0.9955
2024-12-03 16:03:22.998030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.1433 - accuracy: 0.9958
2024-12-03 16:03:23.357717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.1343 - accuracy: 0.9961
2024-12-03 16:03:23.680503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.1264 - accuracy: 0.9963
2024-12-03 16:03:23.998239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.1646 - accuracy: 0.9931
2024-12-03 16:03:24.325154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.1560 - accuracy: 0.9934
2024-12-03 16:03:24.649062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.1483 - accuracy: 0.9937
2024-12-03 16:03:25.055746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.1412 - accuracy: 0.9940
2024-12-03 16:03:25.387035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.1348 - accuracy: 0.9943
2024-12-03 16:03:25.712057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.1942 - accuracy: 0.9932
2024-12-03 16:03:26.030634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.1862 - accuracy: 0.9935
2024-12-03 16:03:26.361497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.1860 - accuracy: 0.9925
2024-12-03 16:03:26.761434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.2293 - accuracy: 0.9904
2024-12-03 16:03:27.113313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.2208 - accuracy: 0.9907
2024-12-03 16:03:27.464307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.2129 - accuracy: 0.9911
2024-12-03 16:03:27.826011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.2200 - accuracy: 0.9903
2024-12-03 16:03:28.165740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.2127 - accuracy: 0.9906
2024-12-03 16:03:28.508696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.2325 - accuracy: 0.9899
2024-12-03 16:03:28.867408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.2252 - accuracy: 0.9902
2024-12-03 16:03:29.218758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.2184 - accuracy: 0.9905
2024-12-03 16:03:29.578587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.2614 - accuracy: 0.9890 
2024-12-03 16:03:29.952011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.2858 - accuracy: 0.9884
2024-12-03 16:03:30.284424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.2779 - accuracy: 0.9887
2024-12-03 16:03:30.615185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.2924 - accuracy: 0.9882
2024-12-03 16:03:30.939731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.3058 - accuracy: 0.9877
2024-12-03 16:03:31.272734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.2979 - accuracy: 0.9880
2024-12-03 16:03:31.625818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.3626 - accuracy: 0.9867
2024-12-03 16:03:31.963738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3538 - accuracy: 0.9870
2024-12-03 16:03:32.315322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3486 - accuracy: 0.9866
2024-12-03 16:03:32.673463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.3405 - accuracy: 0.9869
2024-12-03 16:03:33.026979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.3552 - accuracy: 0.9865
2024-12-03 16:03:33.380764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3473 - accuracy: 0.9868
2024-12-03 16:03:33.728101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.3429 - accuracy: 0.9864
2024-12-03 16:03:34.078253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3513 - accuracy: 0.9860
2024-12-03 16:03:34.421808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3439 - accuracy: 0.9863
2024-12-03 16:03:34.758013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3369 - accuracy: 0.9866
2024-12-03 16:03:35.099066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3302 - accuracy: 0.9869
2024-12-03 16:03:35.418753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3237 - accuracy: 0.9871
2024-12-03 16:03:35.739299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3175 - accuracy: 0.9874
2024-12-03 16:03:36.054745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3115 - accuracy: 0.9876
2024-12-03 16:03:36.374814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3058 - accuracy: 0.9878
2024-12-03 16:03:36.670646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3002 - accuracy: 0.9881
2024-12-03 16:03:36.983049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3128 - accuracy: 0.9877
2024-12-03 16:03:37.299463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3073 - accuracy: 0.9879
2024-12-03 16:03:37.626584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3204 - accuracy: 0.9876
2024-12-03 16:03:37.949479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3150 - accuracy: 0.9878
2024-12-03 16:03:38.263082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3097 - accuracy: 0.9880
2024-12-03 16:03:38.571087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3046 - accuracy: 0.9882
2024-12-03 16:03:38.869557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3023 - accuracy: 0.9880
2024-12-03 16:03:39.188285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 491ms/step - loss: 0.3023 - accuracy: 0.9880 - val_loss: 0.7946 - val_accuracy: 0.9790
Epoch 32/50

2024-12-03 16:03:49.199652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 2.1054 - accuracy: 0.9688
2024-12-03 16:03:49.551182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 1.0907 - accuracy: 0.9688
2024-12-03 16:03:49.877662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.7272 - accuracy: 0.9792
2024-12-03 16:03:50.221471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.5460 - accuracy: 0.9844
2024-12-03 16:03:50.581648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.4368 - accuracy: 0.9875
2024-12-03 16:03:50.969402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.3640 - accuracy: 0.9896
2024-12-03 16:03:51.306137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.3120 - accuracy: 0.9911
2024-12-03 16:03:51.647492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.2730 - accuracy: 0.9922
2024-12-03 16:03:51.980298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.2427 - accuracy: 0.9931
2024-12-03 16:03:52.298501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.2184 - accuracy: 0.9937
2024-12-03 16:03:52.668210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.1986 - accuracy: 0.9943
2024-12-03 16:03:52.996794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.2445 - accuracy: 0.9922
2024-12-03 16:03:53.306784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.4023 - accuracy: 0.9856
2024-12-03 16:03:53.613125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.3735 - accuracy: 0.9866
2024-12-03 16:03:53.928044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.3486 - accuracy: 0.9875
2024-12-03 16:03:54.284864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.3268 - accuracy: 0.9883
2024-12-03 16:03:54.602857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.3702 - accuracy: 0.9871
2024-12-03 16:03:54.921268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.3496 - accuracy: 0.9878
2024-12-03 16:03:55.237298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.3528 - accuracy: 0.9868
2024-12-03 16:03:55.561449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.3649 - accuracy: 0.9859
2024-12-03 16:03:55.876886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.3475 - accuracy: 0.9866
2024-12-03 16:03:56.199586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.3317 - accuracy: 0.9872
2024-12-03 16:03:56.528519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.3776 - accuracy: 0.9864
2024-12-03 16:03:56.863007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.3618 - accuracy: 0.9870
2024-12-03 16:03:57.190957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.3475 - accuracy: 0.9875
2024-12-03 16:03:57.557845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.3342 - accuracy: 0.9880
2024-12-03 16:03:57.898301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.3445 - accuracy: 0.9873
2024-12-03 16:03:58.244823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.3322 - accuracy: 0.9877
2024-12-03 16:03:58.609609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.3565 - accuracy: 0.9871
2024-12-03 16:03:58.958375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.3736 - accuracy: 0.9865
2024-12-03 16:03:59.296349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.3616 - accuracy: 0.9869
2024-12-03 16:03:59.641589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.3503 - accuracy: 0.9873
2024-12-03 16:03:59.999051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.3772 - accuracy: 0.9858
2024-12-03 16:04:00.362035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.3664 - accuracy: 0.9862 
2024-12-03 16:04:00.716483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.3560 - accuracy: 0.9866
2024-12-03 16:04:01.073314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.3506 - accuracy: 0.9861
2024-12-03 16:04:01.450058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.3411 - accuracy: 0.9865
2024-12-03 16:04:01.799496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.3349 - accuracy: 0.9860
2024-12-03 16:04:02.160173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.3263 - accuracy: 0.9864
2024-12-03 16:04:02.525044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.3181 - accuracy: 0.9867
2024-12-03 16:04:02.898063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3104 - accuracy: 0.9870
2024-12-03 16:04:03.308750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3030 - accuracy: 0.9874
2024-12-03 16:04:03.682790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2960 - accuracy: 0.9876
2024-12-03 16:04:04.066846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2893 - accuracy: 0.9879
2024-12-03 16:04:04.448369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.2828 - accuracy: 0.9882
2024-12-03 16:04:04.813487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2767 - accuracy: 0.9885
2024-12-03 16:04:05.175729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.2708 - accuracy: 0.9887
2024-12-03 16:04:05.537441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.2652 - accuracy: 0.9889
2024-12-03 16:04:05.917481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.2597 - accuracy: 0.9892
2024-12-03 16:04:06.282063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2546 - accuracy: 0.9894
2024-12-03 16:04:06.617100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.2496 - accuracy: 0.9896
2024-12-03 16:04:06.974556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.2487 - accuracy: 0.9892
2024-12-03 16:04:07.336391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2440 - accuracy: 0.9894
2024-12-03 16:04:07.725060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2854 - accuracy: 0.9884
2024-12-03 16:04:08.079629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2802 - accuracy: 0.9886
2024-12-03 16:04:08.445982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2975 - accuracy: 0.9877
2024-12-03 16:04:08.808388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2978 - accuracy: 0.9874
2024-12-03 16:04:09.162173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2926 - accuracy: 0.9876
2024-12-03 16:04:09.550735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2877 - accuracy: 0.9878
2024-12-03 16:04:09.903772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2829 - accuracy: 0.9880
2024-12-03 16:04:10.254852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2967 - accuracy: 0.9877
2024-12-03 16:04:10.602414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2896 - accuracy: 0.9880
2024-12-03 16:04:10.915928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 511ms/step - loss: 0.2896 - accuracy: 0.9880 - val_loss: 0.7012 - val_accuracy: 0.9800
Epoch 33/50

2024-12-03 16:04:21.243810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 1.3079 - accuracy: 0.9688
2024-12-03 16:04:21.599040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.6540 - accuracy: 0.9844
2024-12-03 16:04:21.903876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.4360 - accuracy: 0.9896
2024-12-03 16:04:22.222291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.3270 - accuracy: 0.9922
2024-12-03 16:04:22.550061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.4670 - accuracy: 0.9812
2024-12-03 16:04:22.907473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.5341 - accuracy: 0.9792
2024-12-03 16:04:23.267400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 0.5241 - accuracy: 0.9688
2024-12-03 16:04:23.633834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.4586 - accuracy: 0.9727
2024-12-03 16:04:23.992310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.4077 - accuracy: 0.9757
2024-12-03 16:04:24.350501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.4250 - accuracy: 0.9750
2024-12-03 16:04:24.695173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.3864 - accuracy: 0.9773
2024-12-03 16:04:25.026174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.3542 - accuracy: 0.9792
2024-12-03 16:04:25.363798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.3285 - accuracy: 0.9808
2024-12-03 16:04:25.744548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.5099 - accuracy: 0.9754
2024-12-03 16:04:26.080846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.4759 - accuracy: 0.9771
2024-12-03 16:04:26.424237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.4462 - accuracy: 0.9785
2024-12-03 16:04:26.765730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.4785 - accuracy: 0.9779
2024-12-03 16:04:27.111258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.4519 - accuracy: 0.9792
2024-12-03 16:04:27.500463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.4281 - accuracy: 0.9803
2024-12-03 16:04:27.863552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.4067 - accuracy: 0.9812
2024-12-03 16:04:28.395786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.4240 - accuracy: 0.9792
2024-12-03 16:04:28.804791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.4047 - accuracy: 0.9801
2024-12-03 16:04:29.282975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.3871 - accuracy: 0.9810
2024-12-03 16:04:29.783709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.3748 - accuracy: 0.9805
2024-12-03 16:04:30.182664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.3598 - accuracy: 0.9812
2024-12-03 16:04:30.560883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.3460 - accuracy: 0.9820
2024-12-03 16:04:30.962000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.3332 - accuracy: 0.9826
2024-12-03 16:04:31.355099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.3213 - accuracy: 0.9833
2024-12-03 16:04:31.731127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.3102 - accuracy: 0.9838
2024-12-03 16:04:32.088947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.2999 - accuracy: 0.9844
2024-12-03 16:04:32.538930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.2902 - accuracy: 0.9849
2024-12-03 16:04:32.926234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.2821 - accuracy: 0.9844
2024-12-03 16:04:33.305206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.2736 - accuracy: 0.9848
2024-12-03 16:04:33.787392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.2655 - accuracy: 0.9853
2024-12-03 16:04:34.169915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.2961 - accuracy: 0.9848
2024-12-03 16:04:34.580069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.2896 - accuracy: 0.9844
2024-12-03 16:04:34.943558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.2907 - accuracy: 0.9840 
2024-12-03 16:04:35.301863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.2866 - accuracy: 0.9827
2024-12-03 16:04:35.690811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.3147 - accuracy: 0.9816
2024-12-03 16:04:36.025239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3216 - accuracy: 0.9812
2024-12-03 16:04:36.389300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.3253 - accuracy: 0.9809
2024-12-03 16:04:36.764929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3175 - accuracy: 0.9814
2024-12-03 16:04:37.140746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.3302 - accuracy: 0.9811
2024-12-03 16:04:37.524578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.3227 - accuracy: 0.9815
2024-12-03 16:04:37.913344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3168 - accuracy: 0.9812
2024-12-03 16:04:38.314221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.3099 - accuracy: 0.9817
2024-12-03 16:04:38.715703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.3033 - accuracy: 0.9820
2024-12-03 16:04:39.233224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3048 - accuracy: 0.9818
2024-12-03 16:04:39.664040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.2986 - accuracy: 0.9821
2024-12-03 16:04:40.032238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2926 - accuracy: 0.9825
2024-12-03 16:04:40.403449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.2869 - accuracy: 0.9828
2024-12-03 16:04:40.772387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.2814 - accuracy: 0.9832
2024-12-03 16:04:41.106350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2761 - accuracy: 0.9835
2024-12-03 16:04:41.494624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2710 - accuracy: 0.9838
2024-12-03 16:04:41.850386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.2660 - accuracy: 0.9841
2024-12-03 16:04:42.212747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2650 - accuracy: 0.9838
2024-12-03 16:04:42.574215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2604 - accuracy: 0.9841
2024-12-03 16:04:42.935880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2559 - accuracy: 0.9844
2024-12-03 16:04:43.289638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2516 - accuracy: 0.9846
2024-12-03 16:04:43.615188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2517 - accuracy: 0.9844
2024-12-03 16:04:43.948746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2476 - accuracy: 0.9846
2024-12-03 16:04:44.263504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2416 - accuracy: 0.9850
2024-12-03 16:04:44.631703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 544ms/step - loss: 0.2416 - accuracy: 0.9850 - val_loss: 0.6007 - val_accuracy: 0.9810
Epoch 34/50

2024-12-03 16:04:55.312829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:04:55.673788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:04:55.970110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:04:56.282803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.1386 - accuracy: 0.9922    
2024-12-03 16:04:56.611572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.2815 - accuracy: 0.9875
2024-12-03 16:04:57.005722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.2346 - accuracy: 0.9896
2024-12-03 16:04:57.357846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.2011 - accuracy: 0.9911
2024-12-03 16:04:57.719902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.1759 - accuracy: 0.9922
2024-12-03 16:04:58.068852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.2318 - accuracy: 0.9896
2024-12-03 16:04:58.406781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.2086 - accuracy: 0.9906
2024-12-03 16:04:58.742968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.4269 - accuracy: 0.9858
2024-12-03 16:04:59.058956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.6970 - accuracy: 0.9844
2024-12-03 16:04:59.424442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.6445 - accuracy: 0.9856
2024-12-03 16:04:59.737794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.5984 - accuracy: 0.9866
2024-12-03 16:05:00.056961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.5586 - accuracy: 0.9875
2024-12-03 16:05:00.374511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.5255 - accuracy: 0.9863
2024-12-03 16:05:00.745507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.4946 - accuracy: 0.9871
2024-12-03 16:05:01.062636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.4784 - accuracy: 0.9861
2024-12-03 16:05:01.388999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.5039 - accuracy: 0.9836
2024-12-03 16:05:01.716043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.4814 - accuracy: 0.9828
2024-12-03 16:05:02.084567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.4585 - accuracy: 0.9836
2024-12-03 16:05:02.410215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.4376 - accuracy: 0.9844
2024-12-03 16:05:02.748949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.4469 - accuracy: 0.9837
2024-12-03 16:05:03.077637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.4283 - accuracy: 0.9844
2024-12-03 16:05:03.399026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.4208 - accuracy: 0.9837
2024-12-03 16:05:03.779984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.4046 - accuracy: 0.9844
2024-12-03 16:05:04.107512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.3961 - accuracy: 0.9838
2024-12-03 16:05:04.422141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.3820 - accuracy: 0.9844
2024-12-03 16:05:04.751718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.4063 - accuracy: 0.9828
2024-12-03 16:05:05.088311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.3928 - accuracy: 0.9833
2024-12-03 16:05:05.432781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.3801 - accuracy: 0.9839
2024-12-03 16:05:05.759212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.3683 - accuracy: 0.9844
2024-12-03 16:05:06.087465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.3571 - accuracy: 0.9848
2024-12-03 16:05:06.423496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.3466 - accuracy: 0.9853 
2024-12-03 16:05:06.747610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.3445 - accuracy: 0.9848
2024-12-03 16:05:07.079133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.3350 - accuracy: 0.9852
2024-12-03 16:05:07.400106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.3259 - accuracy: 0.9856
2024-12-03 16:05:07.786707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.3173 - accuracy: 0.9860
2024-12-03 16:05:08.113668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.3395 - accuracy: 0.9856
2024-12-03 16:05:08.427246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.3310 - accuracy: 0.9859
2024-12-03 16:05:08.755716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3230 - accuracy: 0.9863
2024-12-03 16:05:09.074661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3153 - accuracy: 0.9866
2024-12-03 16:05:09.398133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.3079 - accuracy: 0.9869
2024-12-03 16:05:09.765639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.3010 - accuracy: 0.9872
2024-12-03 16:05:10.084143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3411 - accuracy: 0.9868
2024-12-03 16:05:10.422536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.3401 - accuracy: 0.9864
2024-12-03 16:05:10.759110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3328 - accuracy: 0.9867
2024-12-03 16:05:11.090528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3259 - accuracy: 0.9870
2024-12-03 16:05:11.474226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3192 - accuracy: 0.9872
2024-12-03 16:05:11.802650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3131 - accuracy: 0.9875
2024-12-03 16:05:12.129374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3069 - accuracy: 0.9877
2024-12-03 16:05:12.454801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3010 - accuracy: 0.9880
2024-12-03 16:05:12.836694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2954 - accuracy: 0.9882
2024-12-03 16:05:13.164654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2899 - accuracy: 0.9884
2024-12-03 16:05:13.480597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2846 - accuracy: 0.9886
2024-12-03 16:05:13.796552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3000 - accuracy: 0.9883
2024-12-03 16:05:14.095617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2948 - accuracy: 0.9885
2024-12-03 16:05:14.424771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2897 - accuracy: 0.9887
2024-12-03 16:05:14.742000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2848 - accuracy: 0.9889
2024-12-03 16:05:15.064799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2800 - accuracy: 0.9891
2024-12-03 16:05:15.437931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3016 - accuracy: 0.9882
2024-12-03 16:05:15.746411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2945 - accuracy: 0.9885
2024-12-03 16:05:16.077290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 492ms/step - loss: 0.2945 - accuracy: 0.9885 - val_loss: 0.8061 - val_accuracy: 0.9760
Epoch 35/50

2024-12-03 16:05:26.206632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:05:26.570191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:05:26.903925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:05:27.256197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:05:27.625790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.1585 - accuracy: 0.9937    
2024-12-03 16:05:27.997454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.1321 - accuracy: 0.9948
2024-12-03 16:05:28.361240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 0.1132 - accuracy: 0.9955
2024-12-03 16:05:28.745420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.0990 - accuracy: 0.9961
2024-12-03 16:05:29.085994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.0880 - accuracy: 0.9965
2024-12-03 16:05:29.429664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0793 - accuracy: 0.9969
2024-12-03 16:05:29.768893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.0819 - accuracy: 0.9943
2024-12-03 16:05:30.111811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0751 - accuracy: 0.9948
2024-12-03 16:05:30.441698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0693 - accuracy: 0.9952
2024-12-03 16:05:30.762707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.0644 - accuracy: 0.9955
2024-12-03 16:05:31.129775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0874 - accuracy: 0.9937
2024-12-03 16:05:31.458432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0820 - accuracy: 0.9941
2024-12-03 16:05:31.795704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0772 - accuracy: 0.9945
2024-12-03 16:05:32.124179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0729 - accuracy: 0.9948
2024-12-03 16:05:32.464025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0697 - accuracy: 0.9951
2024-12-03 16:05:32.821520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0979 - accuracy: 0.9937
2024-12-03 16:05:33.158137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0932 - accuracy: 0.9940
2024-12-03 16:05:33.489489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0890 - accuracy: 0.9943
2024-12-03 16:05:33.835712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0851 - accuracy: 0.9946
2024-12-03 16:05:34.170710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1179 - accuracy: 0.9935
2024-12-03 16:05:34.511464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.1975 - accuracy: 0.9925
2024-12-03 16:05:34.898818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.1899 - accuracy: 0.9928
2024-12-03 16:05:35.229625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1829 - accuracy: 0.9931
2024-12-03 16:05:35.550913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.1764 - accuracy: 0.9933
2024-12-03 16:05:35.880046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.1703 - accuracy: 0.9935
2024-12-03 16:05:36.260481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.1646 - accuracy: 0.9937
2024-12-03 16:05:36.593401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.1593 - accuracy: 0.9940
2024-12-03 16:05:36.950211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.1543 - accuracy: 0.9941
2024-12-03 16:05:37.285195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.1662 - accuracy: 0.9915
2024-12-03 16:05:37.611260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.1613 - accuracy: 0.9917 
2024-12-03 16:05:37.943888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1567 - accuracy: 0.9920
2024-12-03 16:05:38.278642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.1565 - accuracy: 0.9913
2024-12-03 16:05:38.644254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.1523 - accuracy: 0.9916
2024-12-03 16:05:38.945959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.1483 - accuracy: 0.9918
2024-12-03 16:05:39.279996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.1445 - accuracy: 0.9920
2024-12-03 16:05:39.609764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.1864 - accuracy: 0.9906
2024-12-03 16:05:39.966523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.1819 - accuracy: 0.9909
2024-12-03 16:05:40.307928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.1776 - accuracy: 0.9911
2024-12-03 16:05:40.656255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.1882 - accuracy: 0.9906
2024-12-03 16:05:40.992641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.1839 - accuracy: 0.9908
2024-12-03 16:05:41.348662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.1798 - accuracy: 0.9910
2024-12-03 16:05:41.691850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.1886 - accuracy: 0.9905
2024-12-03 16:05:42.015884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.1846 - accuracy: 0.9907
2024-12-03 16:05:42.383864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.1808 - accuracy: 0.9909
2024-12-03 16:05:42.711754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.1771 - accuracy: 0.9911
2024-12-03 16:05:43.055274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.1736 - accuracy: 0.9912
2024-12-03 16:05:43.388807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.1706 - accuracy: 0.9908
2024-12-03 16:05:43.722706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.1673 - accuracy: 0.9910
2024-12-03 16:05:44.105366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.1892 - accuracy: 0.9906
2024-12-03 16:05:44.418716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.1857 - accuracy: 0.9907
2024-12-03 16:05:44.744097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.1823 - accuracy: 0.9909
2024-12-03 16:05:45.067657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.1791 - accuracy: 0.9911
2024-12-03 16:05:45.393557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.1809 - accuracy: 0.9907
2024-12-03 16:05:45.733368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.1778 - accuracy: 0.9908
2024-12-03 16:05:46.059884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.1780 - accuracy: 0.9905
2024-12-03 16:05:46.384827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2126 - accuracy: 0.9885
2024-12-03 16:05:46.753993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2183 - accuracy: 0.9882
2024-12-03 16:05:47.066132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2133 - accuracy: 0.9885
2024-12-03 16:05:47.384473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 501ms/step - loss: 0.2133 - accuracy: 0.9885 - val_loss: 1.0371 - val_accuracy: 0.9770
Epoch 36/50

2024-12-03 16:05:57.642895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 28s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:05:58.102773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 24s - loss: 1.9951e-04 - accuracy: 1.0000
2024-12-03 16:05:58.509152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 1.3300e-04 - accuracy: 1.0000
2024-12-03 16:05:58.928573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 24s - loss: 0.2753 - accuracy: 0.9922    
2024-12-03 16:05:59.349485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 23s - loss: 0.2203 - accuracy: 0.9937
2024-12-03 16:05:59.713642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 0.1835 - accuracy: 0.9948
2024-12-03 16:06:00.060864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.1573 - accuracy: 0.9955
2024-12-03 16:06:00.408014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.2540 - accuracy: 0.9922
2024-12-03 16:06:00.730940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.2258 - accuracy: 0.9931
2024-12-03 16:06:01.064787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.2112 - accuracy: 0.9906
2024-12-03 16:06:01.448947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.1927 - accuracy: 0.9915
2024-12-03 16:06:01.791222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.1767 - accuracy: 0.9922
2024-12-03 16:06:02.139703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.1631 - accuracy: 0.9928
2024-12-03 16:06:02.457507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.1514 - accuracy: 0.9933
2024-12-03 16:06:02.792003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.1413 - accuracy: 0.9937
2024-12-03 16:06:03.122696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.1327 - accuracy: 0.9941
2024-12-03 16:06:03.462142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.1796 - accuracy: 0.9926
2024-12-03 16:06:03.843801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.1705 - accuracy: 0.9931
2024-12-03 16:06:04.167156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.1615 - accuracy: 0.9934
2024-12-03 16:06:04.523851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.1981 - accuracy: 0.9922
2024-12-03 16:06:04.865500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.2099 - accuracy: 0.9911
2024-12-03 16:06:05.184475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.2296 - accuracy: 0.9901
2024-12-03 16:06:05.562426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.2970 - accuracy: 0.9878
2024-12-03 16:06:05.894283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.2847 - accuracy: 0.9883
2024-12-03 16:06:06.219123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.2733 - accuracy: 0.9887
2024-12-03 16:06:06.543934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.2628 - accuracy: 0.9892
2024-12-03 16:06:06.872213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.2778 - accuracy: 0.9884
2024-12-03 16:06:07.201288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.2829 - accuracy: 0.9877
2024-12-03 16:06:07.535456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.2743 - accuracy: 0.9871
2024-12-03 16:06:07.868551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.4123 - accuracy: 0.9854
2024-12-03 16:06:08.206054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.4422 - accuracy: 0.9849
2024-12-03 16:06:08.546103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.4284 - accuracy: 0.9854
2024-12-03 16:06:08.876670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.4358 - accuracy: 0.9839
2024-12-03 16:06:09.213738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.4230 - accuracy: 0.9844
2024-12-03 16:06:09.568811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.4148 - accuracy: 0.9839 
2024-12-03 16:06:09.907665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.4387 - accuracy: 0.9826
2024-12-03 16:06:10.229289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.4268 - accuracy: 0.9831
2024-12-03 16:06:10.606453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.4156 - accuracy: 0.9836
2024-12-03 16:06:10.930102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.4123 - accuracy: 0.9832
2024-12-03 16:06:11.252035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.4020 - accuracy: 0.9836
2024-12-03 16:06:11.577695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3922 - accuracy: 0.9840
2024-12-03 16:06:11.940200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.4034 - accuracy: 0.9836
2024-12-03 16:06:12.246984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.4103 - accuracy: 0.9833
2024-12-03 16:06:12.581148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.4355 - accuracy: 0.9830
2024-12-03 16:06:12.914137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.4259 - accuracy: 0.9833
2024-12-03 16:06:13.304712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.4285 - accuracy: 0.9830
2024-12-03 16:06:13.626317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.4194 - accuracy: 0.9834
2024-12-03 16:06:13.966023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.4106 - accuracy: 0.9837
2024-12-03 16:06:14.312909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.4196 - accuracy: 0.9834
2024-12-03 16:06:14.653764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.4112 - accuracy: 0.9837
2024-12-03 16:06:15.017503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.4032 - accuracy: 0.9841
2024-12-03 16:06:15.339682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3954 - accuracy: 0.9844
2024-12-03 16:06:15.663613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3879 - accuracy: 0.9847
2024-12-03 16:06:15.995609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3994 - accuracy: 0.9844
2024-12-03 16:06:16.345599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.4569 - accuracy: 0.9835
2024-12-03 16:06:16.662675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.4487 - accuracy: 0.9838
2024-12-03 16:06:17.000957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.4408 - accuracy: 0.9841
2024-12-03 16:06:17.315851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4332 - accuracy: 0.9844
2024-12-03 16:06:17.610625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4259 - accuracy: 0.9846
2024-12-03 16:06:17.927029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.4193 - accuracy: 0.9844
2024-12-03 16:06:18.246586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4179 - accuracy: 0.9841
2024-12-03 16:06:18.579467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4079 - accuracy: 0.9845
2024-12-03 16:06:18.888409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 497ms/step - loss: 0.4079 - accuracy: 0.9845 - val_loss: 0.6488 - val_accuracy: 0.9790
Epoch 37/50

2024-12-03 16:06:28.903326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.2061 - accuracy: 0.9688
2024-12-03 16:06:29.252920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.1409 - accuracy: 0.9688
2024-12-03 16:06:29.555104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.3043 - accuracy: 0.9583
2024-12-03 16:06:29.888190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.7433 - accuracy: 0.9609
2024-12-03 16:06:30.263264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.5946 - accuracy: 0.9688
2024-12-03 16:06:30.631113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.4955 - accuracy: 0.9740
2024-12-03 16:06:31.005989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.4365 - accuracy: 0.9732
2024-12-03 16:06:31.350209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.3819 - accuracy: 0.9766
2024-12-03 16:06:31.689381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.4457 - accuracy: 0.9722
2024-12-03 16:06:32.009245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.4384 - accuracy: 0.9719
2024-12-03 16:06:32.327741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.5028 - accuracy: 0.9716
2024-12-03 16:06:32.696384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.4609 - accuracy: 0.9740
2024-12-03 16:06:33.001416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.4962 - accuracy: 0.9736
2024-12-03 16:06:33.335112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.4608 - accuracy: 0.9754
2024-12-03 16:06:33.649695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.4301 - accuracy: 0.9771
2024-12-03 16:06:33.960493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.4032 - accuracy: 0.9785
2024-12-03 16:06:34.273518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.3795 - accuracy: 0.9798
2024-12-03 16:06:34.631446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.3584 - accuracy: 0.9809
2024-12-03 16:06:34.939739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.3395 - accuracy: 0.9819
2024-12-03 16:06:35.286707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.3385 - accuracy: 0.9812
2024-12-03 16:06:35.606226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.3313 - accuracy: 0.9807
2024-12-03 16:06:35.964157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.3163 - accuracy: 0.9815
2024-12-03 16:06:36.278504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.3518 - accuracy: 0.9810
2024-12-03 16:06:36.598653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.3371 - accuracy: 0.9818
2024-12-03 16:06:36.972034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.3236 - accuracy: 0.9825
2024-12-03 16:06:37.287187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.3112 - accuracy: 0.9832
2024-12-03 16:06:37.598636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.3051 - accuracy: 0.9826
2024-12-03 16:06:37.919405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.2942 - accuracy: 0.9833
2024-12-03 16:06:38.266289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.3477 - accuracy: 0.9817
2024-12-03 16:06:38.578186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.3570 - accuracy: 0.9812
2024-12-03 16:06:38.899360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.3455 - accuracy: 0.9819
2024-12-03 16:06:39.238859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.3347 - accuracy: 0.9824
2024-12-03 16:06:39.554015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.3245 - accuracy: 0.9830 
2024-12-03 16:06:39.872922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.3150 - accuracy: 0.9835
2024-12-03 16:06:40.238513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.3060 - accuracy: 0.9839
2024-12-03 16:06:40.554020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.2975 - accuracy: 0.9844
2024-12-03 16:06:40.873468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.2895 - accuracy: 0.9848
2024-12-03 16:06:41.200429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.3016 - accuracy: 0.9844
2024-12-03 16:06:41.565654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.2938 - accuracy: 0.9848
2024-12-03 16:06:41.877724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.3166 - accuracy: 0.9844
2024-12-03 16:06:42.182858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.3089 - accuracy: 0.9848
2024-12-03 16:06:42.598872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.3034 - accuracy: 0.9844
2024-12-03 16:06:42.889509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2963 - accuracy: 0.9847
2024-12-03 16:06:43.211934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2911 - accuracy: 0.9844
2024-12-03 16:06:43.509172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.2883 - accuracy: 0.9840
2024-12-03 16:06:43.822834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2935 - accuracy: 0.9837
2024-12-03 16:06:44.138926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3521 - accuracy: 0.9834
2024-12-03 16:06:44.456655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.3462 - accuracy: 0.9831
2024-12-03 16:06:44.787370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3391 - accuracy: 0.9834
2024-12-03 16:06:45.108845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3491 - accuracy: 0.9831
2024-12-03 16:06:45.480148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.3423 - accuracy: 0.9835
2024-12-03 16:06:45.798621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.3357 - accuracy: 0.9838
2024-12-03 16:06:46.113653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3293 - accuracy: 0.9841
2024-12-03 16:06:46.467404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.3233 - accuracy: 0.9844
2024-12-03 16:06:46.780764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3174 - accuracy: 0.9847
2024-12-03 16:06:47.088955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3117 - accuracy: 0.9849
2024-12-03 16:06:47.393210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.3062 - accuracy: 0.9852
2024-12-03 16:06:47.732108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3010 - accuracy: 0.9855
2024-12-03 16:06:48.029910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2959 - accuracy: 0.9857
2024-12-03 16:06:48.362247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2909 - accuracy: 0.9859
2024-12-03 16:06:48.679974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3035 - accuracy: 0.9851
2024-12-03 16:06:48.979152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2962 - accuracy: 0.9855
2024-12-03 16:06:49.305417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 477ms/step - loss: 0.2962 - accuracy: 0.9855 - val_loss: 0.9521 - val_accuracy: 0.9750
Epoch 38/50

2024-12-03 16:06:58.839151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:06:59.183928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.1772 - accuracy: 0.9844    
2024-12-03 16:06:59.476191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.1181 - accuracy: 0.9896
2024-12-03 16:06:59.830353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0886 - accuracy: 0.9922
2024-12-03 16:07:00.163155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.0709 - accuracy: 0.9937
2024-12-03 16:07:00.504652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.0591 - accuracy: 0.9948
2024-12-03 16:07:00.853424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.1135 - accuracy: 0.9911
2024-12-03 16:07:01.224851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.0993 - accuracy: 0.9922
2024-12-03 16:07:01.552444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.2369 - accuracy: 0.9896
2024-12-03 16:07:01.877037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 0.2551 - accuracy: 0.9875
2024-12-03 16:07:02.188888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.7078 - accuracy: 0.9830
2024-12-03 16:07:02.513898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.8700 - accuracy: 0.9818
2024-12-03 16:07:02.824441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.8048 - accuracy: 0.9808
2024-12-03 16:07:03.124069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.7473 - accuracy: 0.9821
2024-12-03 16:07:03.438145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.6975 - accuracy: 0.9833
2024-12-03 16:07:03.746658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.6649 - accuracy: 0.9824
2024-12-03 16:07:04.047302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 0.6555 - accuracy: 0.9816
2024-12-03 16:07:04.387319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.6194 - accuracy: 0.9826
2024-12-03 16:07:04.684035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.5868 - accuracy: 0.9836
2024-12-03 16:07:05.000504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 0.5817 - accuracy: 0.9828
2024-12-03 16:07:05.338593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.5540 - accuracy: 0.9836
2024-12-03 16:07:05.657157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.5749 - accuracy: 0.9815
2024-12-03 16:07:05.959635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 0.5499 - accuracy: 0.9823
2024-12-03 16:07:06.312163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.5437 - accuracy: 0.9818
2024-12-03 16:07:06.634319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.5220 - accuracy: 0.9825
2024-12-03 16:07:06.963232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 11s - loss: 0.5019 - accuracy: 0.9832
2024-12-03 16:07:07.279706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.4833 - accuracy: 0.9838
2024-12-03 16:07:07.593923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.4661 - accuracy: 0.9844
2024-12-03 16:07:07.954379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.4519 - accuracy: 0.9838
2024-12-03 16:07:08.247928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.4508 - accuracy: 0.9823
2024-12-03 16:07:08.587715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.4363 - accuracy: 0.9829
2024-12-03 16:07:08.895016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.4227 - accuracy: 0.9834
2024-12-03 16:07:09.211036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.4323 - accuracy: 0.9830 
2024-12-03 16:07:09.513906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.4215 - accuracy: 0.9825
2024-12-03 16:07:09.857882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.4095 - accuracy: 0.9830
2024-12-03 16:07:10.172925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.4191 - accuracy: 0.9826
2024-12-03 16:07:10.494916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.4183 - accuracy: 0.9823
2024-12-03 16:07:10.823516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.4072 - accuracy: 0.9827
2024-12-03 16:07:11.132767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.4483 - accuracy: 0.9816
2024-12-03 16:07:11.450326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.4375 - accuracy: 0.9820
2024-12-03 16:07:11.760615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.4269 - accuracy: 0.9825
2024-12-03 16:07:12.129601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.4167 - accuracy: 0.9829
2024-12-03 16:07:12.446420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.4070 - accuracy: 0.9833
2024-12-03 16:07:12.774769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.4063 - accuracy: 0.9830
2024-12-03 16:07:13.083513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.4001 - accuracy: 0.9826
2024-12-03 16:07:13.400346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.3915 - accuracy: 0.9830
2024-12-03 16:07:13.731361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.3831 - accuracy: 0.9834
2024-12-03 16:07:14.048226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.3909 - accuracy: 0.9831
2024-12-03 16:07:14.397319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.3829 - accuracy: 0.9834
2024-12-03 16:07:14.700050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.4197 - accuracy: 0.9825
2024-12-03 16:07:15.020538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.4480 - accuracy: 0.9816
2024-12-03 16:07:15.371595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.4393 - accuracy: 0.9820
2024-12-03 16:07:15.686951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.4393 - accuracy: 0.9817
2024-12-03 16:07:16.012303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 0.4311 - accuracy: 0.9821
2024-12-03 16:07:16.353585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.4423 - accuracy: 0.9812
2024-12-03 16:07:16.654223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.4344 - accuracy: 0.9816
2024-12-03 16:07:16.959908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.4268 - accuracy: 0.9819
2024-12-03 16:07:17.289992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4195 - accuracy: 0.9822
2024-12-03 16:07:17.602679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4123 - accuracy: 0.9825
2024-12-03 16:07:17.900695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.4161 - accuracy: 0.9823
2024-12-03 16:07:18.198814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.4093 - accuracy: 0.9826
2024-12-03 16:07:18.496059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.4011 - accuracy: 0.9825
2024-12-03 16:07:18.801828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 472ms/step - loss: 0.4011 - accuracy: 0.9825 - val_loss: 0.6891 - val_accuracy: 0.9830
Epoch 39/50

2024-12-03 16:07:28.438594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:07:28.805675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.1955 - accuracy: 0.9844    
2024-12-03 16:07:29.108027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.1303 - accuracy: 0.9896
2024-12-03 16:07:29.425130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.2666 - accuracy: 0.9844
2024-12-03 16:07:29.764452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.2480 - accuracy: 0.9812
2024-12-03 16:07:30.150844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.2578 - accuracy: 0.9792
2024-12-03 16:07:30.490347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 0.2425 - accuracy: 0.9777
2024-12-03 16:07:30.836632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.2122 - accuracy: 0.9805
2024-12-03 16:07:31.157030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.1886 - accuracy: 0.9826
2024-12-03 16:07:31.503377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 0.1698 - accuracy: 0.9844
2024-12-03 16:07:31.839236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.2868 - accuracy: 0.9830
2024-12-03 16:07:32.156554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.2629 - accuracy: 0.9844
2024-12-03 16:07:32.463308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.2427 - accuracy: 0.9856
2024-12-03 16:07:32.830302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.2736 - accuracy: 0.9844
2024-12-03 16:07:33.150502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 0.2557 - accuracy: 0.9854
2024-12-03 16:07:33.455293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.2397 - accuracy: 0.9863
2024-12-03 16:07:33.758329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.2256 - accuracy: 0.9871
2024-12-03 16:07:34.105167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.2131 - accuracy: 0.9878
2024-12-03 16:07:34.419130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.2019 - accuracy: 0.9885
2024-12-03 16:07:34.747322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.1918 - accuracy: 0.9891
2024-12-03 16:07:35.063113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.1963 - accuracy: 0.9881
2024-12-03 16:07:35.428096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.1874 - accuracy: 0.9886
2024-12-03 16:07:35.738278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.1793 - accuracy: 0.9891
2024-12-03 16:07:36.104908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.1718 - accuracy: 0.9896
2024-12-03 16:07:36.420414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.1649 - accuracy: 0.9900
2024-12-03 16:07:36.732967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.1586 - accuracy: 0.9904
2024-12-03 16:07:37.063226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.1527 - accuracy: 0.9907
2024-12-03 16:07:37.368062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.1473 - accuracy: 0.9911
2024-12-03 16:07:37.685947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.1422 - accuracy: 0.9914
2024-12-03 16:07:38.024039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.1374 - accuracy: 0.9917
2024-12-03 16:07:38.397839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.1330 - accuracy: 0.9919
2024-12-03 16:07:38.731477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.1289 - accuracy: 0.9922
2024-12-03 16:07:39.035322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.1250 - accuracy: 0.9924 
2024-12-03 16:07:39.352689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.1213 - accuracy: 0.9926
2024-12-03 16:07:39.664853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1178 - accuracy: 0.9929
2024-12-03 16:07:40.031114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.1145 - accuracy: 0.9931
2024-12-03 16:07:40.352186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.1118 - accuracy: 0.9932
2024-12-03 16:07:40.665958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.1089 - accuracy: 0.9934
2024-12-03 16:07:41.004480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 0.1061 - accuracy: 0.9936
2024-12-03 16:07:41.357237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.1035 - accuracy: 0.9937
2024-12-03 16:07:41.689445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.1009 - accuracy: 0.9939
2024-12-03 16:07:42.041135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 0.2113 - accuracy: 0.9926
2024-12-03 16:07:42.356218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.2338 - accuracy: 0.9920
2024-12-03 16:07:42.734483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.2285 - accuracy: 0.9922
2024-12-03 16:07:43.057747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 0.2234 - accuracy: 0.9924
2024-12-03 16:07:43.404397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.2186 - accuracy: 0.9925
2024-12-03 16:07:43.729666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.2139 - accuracy: 0.9927
2024-12-03 16:07:44.062212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 0.2356 - accuracy: 0.9915
2024-12-03 16:07:44.434781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.2556 - accuracy: 0.9904
2024-12-03 16:07:44.755122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.2646 - accuracy: 0.9900
2024-12-03 16:07:45.115960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 0.2594 - accuracy: 0.9902
2024-12-03 16:07:45.436762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.2544 - accuracy: 0.9904
2024-12-03 16:07:45.799384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2496 - accuracy: 0.9906
2024-12-03 16:07:46.129207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2450 - accuracy: 0.9907
2024-12-03 16:07:46.491576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2406 - accuracy: 0.9909
2024-12-03 16:07:46.794278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2363 - accuracy: 0.9911
2024-12-03 16:07:47.103896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 0.2321 - accuracy: 0.9912
2024-12-03 16:07:47.416027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2281 - accuracy: 0.9914
2024-12-03 16:07:47.725228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2242 - accuracy: 0.9915
2024-12-03 16:07:48.075184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.2205 - accuracy: 0.9917
2024-12-03 16:07:48.394499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2169 - accuracy: 0.9918
2024-12-03 16:07:48.736759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2117 - accuracy: 0.9920
2024-12-03 16:07:49.051206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 487ms/step - loss: 0.2117 - accuracy: 0.9920 - val_loss: 0.7080 - val_accuracy: 0.9830
Epoch 40/50

2024-12-03 16:07:58.989877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:07:59.381746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:07:59.723451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 2.0392e-05 - accuracy: 1.0000
2024-12-03 16:08:00.094791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 21s - loss: 0.1822 - accuracy: 0.9922    
2024-12-03 16:08:00.459615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.1458 - accuracy: 0.9937
2024-12-03 16:08:00.823924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.1215 - accuracy: 0.9948
2024-12-03 16:08:01.223124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 0.1041 - accuracy: 0.9955
2024-12-03 16:08:01.584327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.1480 - accuracy: 0.9922
2024-12-03 16:08:01.974981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.1424 - accuracy: 0.9896
2024-12-03 16:08:02.316092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.1281 - accuracy: 0.9906
2024-12-03 16:08:02.648231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.1897 - accuracy: 0.9886
2024-12-03 16:08:03.034631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.1739 - accuracy: 0.9896
2024-12-03 16:08:03.390101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.1605 - accuracy: 0.9904
2024-12-03 16:08:03.727796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.1491 - accuracy: 0.9911
2024-12-03 16:08:04.127419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.1392 - accuracy: 0.9917
2024-12-03 16:08:04.440813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.1305 - accuracy: 0.9922
2024-12-03 16:08:04.762022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.1228 - accuracy: 0.9926
2024-12-03 16:08:05.128926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.1160 - accuracy: 0.9931
2024-12-03 16:08:05.521295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.1099 - accuracy: 0.9934
2024-12-03 16:08:05.863958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.1044 - accuracy: 0.9937
2024-12-03 16:08:06.205888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0994 - accuracy: 0.9940
2024-12-03 16:08:06.545227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.1151 - accuracy: 0.9929
2024-12-03 16:08:06.944837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.1101 - accuracy: 0.9932
2024-12-03 16:08:07.280837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1270 - accuracy: 0.9922
2024-12-03 16:08:07.606003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.1219 - accuracy: 0.9925
2024-12-03 16:08:07.946636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.1172 - accuracy: 0.9928
2024-12-03 16:08:08.315996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1147 - accuracy: 0.9919
2024-12-03 16:08:08.649973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.1106 - accuracy: 0.9922
2024-12-03 16:08:08.979729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.1068 - accuracy: 0.9925
2024-12-03 16:08:09.371313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.1249 - accuracy: 0.9917
2024-12-03 16:08:09.700954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.1209 - accuracy: 0.9919
2024-12-03 16:08:10.045474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.1171 - accuracy: 0.9922
2024-12-03 16:08:10.392494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.1136 - accuracy: 0.9924
2024-12-03 16:08:10.806297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.1102 - accuracy: 0.9926
2024-12-03 16:08:11.162196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1248 - accuracy: 0.9920 
2024-12-03 16:08:11.516449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.1214 - accuracy: 0.9922
2024-12-03 16:08:11.901515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.1181 - accuracy: 0.9924
2024-12-03 16:08:12.245007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.1315 - accuracy: 0.9910
2024-12-03 16:08:12.592106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.1282 - accuracy: 0.9912
2024-12-03 16:08:12.952650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.1250 - accuracy: 0.9914
2024-12-03 16:08:13.307728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.1219 - accuracy: 0.9916
2024-12-03 16:08:13.657536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.1190 - accuracy: 0.9918
2024-12-03 16:08:14.113302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.1164 - accuracy: 0.9920
2024-12-03 16:08:14.410740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.1310 - accuracy: 0.9908
2024-12-03 16:08:14.780493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.1281 - accuracy: 0.9910
2024-12-03 16:08:15.134996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.1524 - accuracy: 0.9905
2024-12-03 16:08:15.497477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.1492 - accuracy: 0.9907
2024-12-03 16:08:15.843335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.1460 - accuracy: 0.9909
2024-12-03 16:08:16.268966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.1505 - accuracy: 0.9904
2024-12-03 16:08:16.605651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.1475 - accuracy: 0.9906
2024-12-03 16:08:16.999540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.1965 - accuracy: 0.9902
2024-12-03 16:08:17.391698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.1928 - accuracy: 0.9904
2024-12-03 16:08:17.771497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.1891 - accuracy: 0.9906
2024-12-03 16:08:18.129870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.1856 - accuracy: 0.9907
2024-12-03 16:08:18.494818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.1823 - accuracy: 0.9909
2024-12-03 16:08:18.853672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.1859 - accuracy: 0.9905
2024-12-03 16:08:19.219413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.1997 - accuracy: 0.9901
2024-12-03 16:08:19.580359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2373 - accuracy: 0.9892
2024-12-03 16:08:19.952286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2506 - accuracy: 0.9889
2024-12-03 16:08:20.336941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2600 - accuracy: 0.9885
2024-12-03 16:08:20.695421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2558 - accuracy: 0.9887
2024-12-03 16:08:21.033740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.2681 - accuracy: 0.9885
2024-12-03 16:08:21.388236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 33s 529ms/step - loss: 0.2681 - accuracy: 0.9885 - val_loss: 0.9676 - val_accuracy: 0.9780
Epoch 41/50

2024-12-03 16:08:32.218013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 47s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:08:32.981667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:08:33.417195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 0.1153 - accuracy: 0.9896    
2024-12-03 16:08:33.824788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 24s - loss: 0.0865 - accuracy: 0.9922
2024-12-03 16:08:34.213309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 25s - loss: 0.0692 - accuracy: 0.9937
2024-12-03 16:08:34.756592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 24s - loss: 0.0577 - accuracy: 0.9948
2024-12-03 16:08:35.134657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 23s - loss: 0.2255 - accuracy: 0.9911
2024-12-03 16:08:35.519926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 23s - loss: 0.2196 - accuracy: 0.9883
2024-12-03 16:08:35.916017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 22s - loss: 0.2480 - accuracy: 0.9861
2024-12-03 16:08:36.304905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 22s - loss: 0.2801 - accuracy: 0.9844
2024-12-03 16:08:36.735413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 21s - loss: 0.2551 - accuracy: 0.9858
2024-12-03 16:08:37.101475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 21s - loss: 0.2339 - accuracy: 0.9870
2024-12-03 16:08:37.549182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 20s - loss: 0.2159 - accuracy: 0.9880
2024-12-03 16:08:37.980981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 20s - loss: 0.2004 - accuracy: 0.9888
2024-12-03 16:08:38.416885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 20s - loss: 0.1871 - accuracy: 0.9896
2024-12-03 16:08:38.816082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 19s - loss: 0.1822 - accuracy: 0.9883
2024-12-03 16:08:39.211611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 19s - loss: 0.1714 - accuracy: 0.9890
2024-12-03 16:08:39.604437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 18s - loss: 0.1619 - accuracy: 0.9896
2024-12-03 16:08:40.043045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 18s - loss: 0.1535 - accuracy: 0.9901
2024-12-03 16:08:40.420752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 17s - loss: 0.1459 - accuracy: 0.9906
2024-12-03 16:08:40.795791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 17s - loss: 0.1389 - accuracy: 0.9911
2024-12-03 16:08:41.134606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 16s - loss: 0.1935 - accuracy: 0.9901
2024-12-03 16:08:41.528134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 16s - loss: 0.1851 - accuracy: 0.9905
2024-12-03 16:08:41.873165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.1861 - accuracy: 0.9896
2024-12-03 16:08:42.226536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 15s - loss: 0.1786 - accuracy: 0.9900
2024-12-03 16:08:42.592648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.1733 - accuracy: 0.9892
2024-12-03 16:08:42.944079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 14s - loss: 0.1669 - accuracy: 0.9896
2024-12-03 16:08:43.343271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.1994 - accuracy: 0.9877
2024-12-03 16:08:43.701227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.2185 - accuracy: 0.9871
2024-12-03 16:08:44.070100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 13s - loss: 0.2397 - accuracy: 0.9865
2024-12-03 16:08:44.422948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.2320 - accuracy: 0.9869
2024-12-03 16:08:44.845003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.2683 - accuracy: 0.9863
2024-12-03 16:08:45.193084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.2602 - accuracy: 0.9867
2024-12-03 16:08:45.545233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.2525 - accuracy: 0.9871
2024-12-03 16:08:45.896836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.2453 - accuracy: 0.9875
2024-12-03 16:08:46.299092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.2385 - accuracy: 0.9878
2024-12-03 16:08:46.654245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.2320 - accuracy: 0.9882
2024-12-03 16:08:46.987392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.2261 - accuracy: 0.9885 
2024-12-03 16:08:47.321341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.2203 - accuracy: 0.9888
2024-12-03 16:08:47.696465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.2148 - accuracy: 0.9891
2024-12-03 16:08:48.006274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.2098 - accuracy: 0.9893
2024-12-03 16:08:48.362348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.2132 - accuracy: 0.9888
2024-12-03 16:08:48.709713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.2082 - accuracy: 0.9891
2024-12-03 16:08:49.107905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.2035 - accuracy: 0.9893
2024-12-03 16:08:49.472637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.2282 - accuracy: 0.9889
2024-12-03 16:08:49.922552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.2408 - accuracy: 0.9885
2024-12-03 16:08:50.305444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.2728 - accuracy: 0.9867
2024-12-03 16:08:50.732901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.2672 - accuracy: 0.9870
2024-12-03 16:08:51.164649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.2953 - accuracy: 0.9860
2024-12-03 16:08:51.632501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.2894 - accuracy: 0.9862
2024-12-03 16:08:52.027549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3422 - accuracy: 0.9853
2024-12-03 16:08:52.458603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3357 - accuracy: 0.9856
2024-12-03 16:08:52.834781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3293 - accuracy: 0.9858
2024-12-03 16:08:53.198437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3232 - accuracy: 0.9861
2024-12-03 16:08:53.546883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.3173 - accuracy: 0.9864
2024-12-03 16:08:53.907550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3117 - accuracy: 0.9866
2024-12-03 16:08:54.234393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3388 - accuracy: 0.9852
2024-12-03 16:08:54.556239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3330 - accuracy: 0.9855
2024-12-03 16:08:54.879641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3273 - accuracy: 0.9857
2024-12-03 16:08:55.258545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3219 - accuracy: 0.9859
2024-12-03 16:08:55.568733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3166 - accuracy: 0.9862
2024-12-03 16:08:55.876540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3206 - accuracy: 0.9859
2024-12-03 16:08:56.209612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 35s 545ms/step - loss: 0.3181 - accuracy: 0.9860 - val_loss: 0.9808 - val_accuracy: 0.9840
Epoch 42/50

2024-12-03 16:09:06.741694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 1.9224e-05 - accuracy: 1.0000
2024-12-03 16:09:07.102390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.1323 - accuracy: 0.9844    
2024-12-03 16:09:07.421584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.3509 - accuracy: 0.9792
2024-12-03 16:09:07.742213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.6316 - accuracy: 0.9766
2024-12-03 16:09:08.095355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.5053 - accuracy: 0.9812
2024-12-03 16:09:08.456494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.4211 - accuracy: 0.9844
2024-12-03 16:09:08.870013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.3609 - accuracy: 0.9866
2024-12-03 16:09:09.220584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.3158 - accuracy: 0.9883
2024-12-03 16:09:09.575263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.2807 - accuracy: 0.9896
2024-12-03 16:09:09.926989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.2526 - accuracy: 0.9906
2024-12-03 16:09:10.346075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.2326 - accuracy: 0.9886
2024-12-03 16:09:10.661172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.2132 - accuracy: 0.9896
2024-12-03 16:09:10.997030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.1968 - accuracy: 0.9904
2024-12-03 16:09:11.324704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.2259 - accuracy: 0.9888
2024-12-03 16:09:11.676518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.2108 - accuracy: 0.9896
2024-12-03 16:09:12.024513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.1976 - accuracy: 0.9902
2024-12-03 16:09:12.383665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.1860 - accuracy: 0.9908
2024-12-03 16:09:12.733548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.1758 - accuracy: 0.9913
2024-12-03 16:09:13.083633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.1665 - accuracy: 0.9918
2024-12-03 16:09:13.491661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.1582 - accuracy: 0.9922
2024-12-03 16:09:13.829860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.1507 - accuracy: 0.9926
2024-12-03 16:09:14.185271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.1559 - accuracy: 0.9915
2024-12-03 16:09:14.521278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.1491 - accuracy: 0.9918
2024-12-03 16:09:14.880931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1429 - accuracy: 0.9922
2024-12-03 16:09:15.223260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.1430 - accuracy: 0.9900
2024-12-03 16:09:15.577440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.1375 - accuracy: 0.9904
2024-12-03 16:09:15.918467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1325 - accuracy: 0.9907
2024-12-03 16:09:16.314206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.1277 - accuracy: 0.9911
2024-12-03 16:09:16.654923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.1233 - accuracy: 0.9914
2024-12-03 16:09:16.993218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.1192 - accuracy: 0.9917
2024-12-03 16:09:17.335499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.1982 - accuracy: 0.9899
2024-12-03 16:09:17.740921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.1920 - accuracy: 0.9902
2024-12-03 16:09:18.067241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.1862 - accuracy: 0.9905
2024-12-03 16:09:18.413290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.1807 - accuracy: 0.9908
2024-12-03 16:09:18.758522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1756 - accuracy: 0.9911 
2024-12-03 16:09:19.155656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.1707 - accuracy: 0.9913
2024-12-03 16:09:19.515225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.1661 - accuracy: 0.9916
2024-12-03 16:09:19.883466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.1617 - accuracy: 0.9918
2024-12-03 16:09:20.227702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.1576 - accuracy: 0.9920
2024-12-03 16:09:20.619586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.1536 - accuracy: 0.9922
2024-12-03 16:09:20.993541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.1499 - accuracy: 0.9924
2024-12-03 16:09:21.382154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.1463 - accuracy: 0.9926
2024-12-03 16:09:21.787510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.1429 - accuracy: 0.9927
2024-12-03 16:09:22.191389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.1397 - accuracy: 0.9929
2024-12-03 16:09:22.539822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.1366 - accuracy: 0.9931
2024-12-03 16:09:22.909194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.1336 - accuracy: 0.9932
2024-12-03 16:09:23.253433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.1330 - accuracy: 0.9927
2024-12-03 16:09:23.636741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.1401 - accuracy: 0.9922
2024-12-03 16:09:23.971108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.1373 - accuracy: 0.9923
2024-12-03 16:09:24.310330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.1547 - accuracy: 0.9919
2024-12-03 16:09:24.703793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.1517 - accuracy: 0.9920
2024-12-03 16:09:25.048926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.1488 - accuracy: 0.9922
2024-12-03 16:09:25.403132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.2056 - accuracy: 0.9912
2024-12-03 16:09:25.745038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2108 - accuracy: 0.9907
2024-12-03 16:09:26.140783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.2070 - accuracy: 0.9909
2024-12-03 16:09:26.484813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2079 - accuracy: 0.9905
2024-12-03 16:09:26.815719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2043 - accuracy: 0.9907
2024-12-03 16:09:27.155741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2008 - accuracy: 0.9908
2024-12-03 16:09:27.494367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.1974 - accuracy: 0.9910
2024-12-03 16:09:27.855220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.1941 - accuracy: 0.9911
2024-12-03 16:09:28.211187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.1909 - accuracy: 0.9913
2024-12-03 16:09:28.613782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.1895 - accuracy: 0.9910
2024-12-03 16:09:28.944701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 33s 521ms/step - loss: 0.1895 - accuracy: 0.9910 - val_loss: 1.0249 - val_accuracy: 0.9840
Epoch 43/50

2024-12-03 16:09:39.401355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:09:39.772220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 1.9221e-06 - accuracy: 1.0000
2024-12-03 16:09:40.096004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0144 - accuracy: 0.9896    
2024-12-03 16:09:40.463085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 21s - loss: 0.0108 - accuracy: 0.9922
2024-12-03 16:09:40.852122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.0522 - accuracy: 0.9875
2024-12-03 16:09:41.255017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.1537 - accuracy: 0.9844
2024-12-03 16:09:41.690368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.1318 - accuracy: 0.9866
2024-12-03 16:09:42.059350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.1153 - accuracy: 0.9883
2024-12-03 16:09:42.402678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.2007 - accuracy: 0.9861
2024-12-03 16:09:42.736301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.2634 - accuracy: 0.9844
2024-12-03 16:09:43.110459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.2395 - accuracy: 0.9858
2024-12-03 16:09:43.439314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.2195 - accuracy: 0.9870
2024-12-03 16:09:43.770675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.2027 - accuracy: 0.9880
2024-12-03 16:09:44.099674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.1882 - accuracy: 0.9888
2024-12-03 16:09:44.504278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.1756 - accuracy: 0.9896
2024-12-03 16:09:44.846281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.1647 - accuracy: 0.9902
2024-12-03 16:09:45.180659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.1550 - accuracy: 0.9908
2024-12-03 16:09:45.524279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.1464 - accuracy: 0.9913
2024-12-03 16:09:45.945988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.1387 - accuracy: 0.9918
2024-12-03 16:09:46.265640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.2341 - accuracy: 0.9891
2024-12-03 16:09:46.612932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.2229 - accuracy: 0.9896
2024-12-03 16:09:47.047039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.2128 - accuracy: 0.9901
2024-12-03 16:09:47.398252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.2035 - accuracy: 0.9905
2024-12-03 16:09:47.762379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.3163 - accuracy: 0.9883
2024-12-03 16:09:48.125783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.3036 - accuracy: 0.9887
2024-12-03 16:09:48.567140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.2920 - accuracy: 0.9892
2024-12-03 16:09:48.942599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.2812 - accuracy: 0.9896
2024-12-03 16:09:49.300737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.2989 - accuracy: 0.9888
2024-12-03 16:09:49.687311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.2886 - accuracy: 0.9892
2024-12-03 16:09:50.021934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.3228 - accuracy: 0.9885
2024-12-03 16:09:50.383118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.3124 - accuracy: 0.9889
2024-12-03 16:09:50.776743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.3500 - accuracy: 0.9883
2024-12-03 16:09:51.156195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.3394 - accuracy: 0.9886
2024-12-03 16:09:51.547489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.3532 - accuracy: 0.9881
2024-12-03 16:09:51.993593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.3431 - accuracy: 0.9884
2024-12-03 16:09:52.424225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.3479 - accuracy: 0.9870
2024-12-03 16:09:52.812599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.3385 - accuracy: 0.9873 
2024-12-03 16:09:53.153595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.3296 - accuracy: 0.9877
2024-12-03 16:09:53.585429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.3242 - accuracy: 0.9872
2024-12-03 16:09:54.011265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3203 - accuracy: 0.9867
2024-12-03 16:09:54.395989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.3125 - accuracy: 0.9870
2024-12-03 16:09:54.771738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3050 - accuracy: 0.9874
2024-12-03 16:09:55.205924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.3382 - accuracy: 0.9869
2024-12-03 16:09:55.595671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.3809 - accuracy: 0.9858
2024-12-03 16:09:55.979700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3724 - accuracy: 0.9861
2024-12-03 16:09:56.393431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.3643 - accuracy: 0.9864
2024-12-03 16:09:56.772140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.3573 - accuracy: 0.9860
2024-12-03 16:09:57.181840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3498 - accuracy: 0.9863
2024-12-03 16:09:57.567447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.3427 - accuracy: 0.9866
2024-12-03 16:09:57.966866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3364 - accuracy: 0.9862
2024-12-03 16:09:58.329145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3395 - accuracy: 0.9859
2024-12-03 16:09:58.711894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3501 - accuracy: 0.9850
2024-12-03 16:09:59.104459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3585 - accuracy: 0.9847
2024-12-03 16:09:59.529463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3549 - accuracy: 0.9844
2024-12-03 16:09:59.893882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.3484 - accuracy: 0.9847
2024-12-03 16:10:00.223010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3605 - accuracy: 0.9844
2024-12-03 16:10:00.635818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3542 - accuracy: 0.9846
2024-12-03 16:10:01.005066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3487 - accuracy: 0.9844
2024-12-03 16:10:01.378473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3428 - accuracy: 0.9846
2024-12-03 16:10:01.707842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3875 - accuracy: 0.9844
2024-12-03 16:10:02.145327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3812 - accuracy: 0.9846
2024-12-03 16:10:02.505192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3721 - accuracy: 0.9850
2024-12-03 16:10:02.946525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 35s 560ms/step - loss: 0.3721 - accuracy: 0.9850 - val_loss: 0.9878 - val_accuracy: 0.9790
Epoch 44/50

2024-12-03 16:10:14.472315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:10:14.903370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.3678 - accuracy: 0.9688    
2024-12-03 16:10:15.244546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.2452 - accuracy: 0.9792
2024-12-03 16:10:15.619953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.1839 - accuracy: 0.9844
2024-12-03 16:10:16.058001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 1.4181 - accuracy: 0.9750
2024-12-03 16:10:16.477181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 1.1818 - accuracy: 0.9792
2024-12-03 16:10:16.861842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 1.0129 - accuracy: 0.9821
2024-12-03 16:10:17.254247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.8863 - accuracy: 0.9844
2024-12-03 16:10:17.643960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.7878 - accuracy: 0.9861
2024-12-03 16:10:18.023967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.7724 - accuracy: 0.9844
2024-12-03 16:10:18.426524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.7512 - accuracy: 0.9830
2024-12-03 16:10:18.807614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.8992 - accuracy: 0.9766
2024-12-03 16:10:19.197004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 1.0324 - accuracy: 0.9736
2024-12-03 16:10:19.610090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 0.9587 - accuracy: 0.9754
2024-12-03 16:10:19.944281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.9418 - accuracy: 0.9750
2024-12-03 16:10:20.304999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.8829 - accuracy: 0.9766
2024-12-03 16:10:20.668780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.8310 - accuracy: 0.9779
2024-12-03 16:10:21.040277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.7848 - accuracy: 0.9792
2024-12-03 16:10:21.397491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.7435 - accuracy: 0.9803
2024-12-03 16:10:21.789662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.7064 - accuracy: 0.9812
2024-12-03 16:10:22.161558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.6727 - accuracy: 0.9821
2024-12-03 16:10:22.581538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.7793 - accuracy: 0.9815
2024-12-03 16:10:22.961383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.7454 - accuracy: 0.9823
2024-12-03 16:10:23.303642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.7389 - accuracy: 0.9818
2024-12-03 16:10:23.697673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.7094 - accuracy: 0.9825
2024-12-03 16:10:24.065525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.7145 - accuracy: 0.9820
2024-12-03 16:10:24.444049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.7318 - accuracy: 0.9815
2024-12-03 16:10:24.821138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.7533 - accuracy: 0.9810
2024-12-03 16:10:25.218045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.7273 - accuracy: 0.9817
2024-12-03 16:10:25.641884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.7031 - accuracy: 0.9823
2024-12-03 16:10:26.072822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.6804 - accuracy: 0.9829
2024-12-03 16:10:26.478628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.6591 - accuracy: 0.9834
2024-12-03 16:10:26.875656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.6428 - accuracy: 0.9830
2024-12-03 16:10:27.294687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.6239 - accuracy: 0.9835
2024-12-03 16:10:27.702217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.6060 - accuracy: 0.9839
2024-12-03 16:10:28.087519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.5892 - accuracy: 0.9844
2024-12-03 16:10:28.491366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.5733 - accuracy: 0.9848
2024-12-03 16:10:28.871137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.6106 - accuracy: 0.9844 
2024-12-03 16:10:29.232652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.5950 - accuracy: 0.9848
2024-12-03 16:10:29.580684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.5801 - accuracy: 0.9852
2024-12-03 16:10:29.956760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.5828 - accuracy: 0.9848
2024-12-03 16:10:30.286577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.5699 - accuracy: 0.9844
2024-12-03 16:10:30.677859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.5566 - accuracy: 0.9847
2024-12-03 16:10:31.040630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.5440 - accuracy: 0.9851
2024-12-03 16:10:31.407182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.5319 - accuracy: 0.9854
2024-12-03 16:10:31.851204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.5203 - accuracy: 0.9857
2024-12-03 16:10:32.215399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.5092 - accuracy: 0.9860
2024-12-03 16:10:32.630859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.4986 - accuracy: 0.9863
2024-12-03 16:10:33.027079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.4885 - accuracy: 0.9866
2024-12-03 16:10:33.479316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.4787 - accuracy: 0.9869
2024-12-03 16:10:33.845541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.4693 - accuracy: 0.9871
2024-12-03 16:10:34.242085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.4603 - accuracy: 0.9874
2024-12-03 16:10:34.679172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.4516 - accuracy: 0.9876
2024-12-03 16:10:35.048103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.4432 - accuracy: 0.9878
2024-12-03 16:10:35.431183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.4352 - accuracy: 0.9881
2024-12-03 16:10:35.862265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.4274 - accuracy: 0.9883
2024-12-03 16:10:36.245751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.4199 - accuracy: 0.9885
2024-12-03 16:10:36.575910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.4127 - accuracy: 0.9887
2024-12-03 16:10:36.963750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.4057 - accuracy: 0.9889
2024-12-03 16:10:37.371634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3989 - accuracy: 0.9891
2024-12-03 16:10:37.784246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3924 - accuracy: 0.9892
2024-12-03 16:10:38.212978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3860 - accuracy: 0.9894
2024-12-03 16:10:38.615244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 36s 566ms/step - loss: 0.3829 - accuracy: 0.9895 - val_loss: 1.0169 - val_accuracy: 0.9780
Epoch 45/50

2024-12-03 16:10:49.980533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:10:50.327196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:10:50.631580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.6171 - accuracy: 0.9896    
2024-12-03 16:10:50.936794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.4628 - accuracy: 0.9922
2024-12-03 16:10:51.294088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.4021 - accuracy: 0.9875
2024-12-03 16:10:51.642496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.3361 - accuracy: 0.9896
2024-12-03 16:10:52.002928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.3147 - accuracy: 0.9866
2024-12-03 16:10:52.386415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.3924 - accuracy: 0.9844
2024-12-03 16:10:52.776782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.3535 - accuracy: 0.9826
2024-12-03 16:10:53.147397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.3182 - accuracy: 0.9844
2024-12-03 16:10:53.527467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.3183 - accuracy: 0.9830
2024-12-03 16:10:53.891602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.2917 - accuracy: 0.9844
2024-12-03 16:10:54.266761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.2694 - accuracy: 0.9856
2024-12-03 16:10:54.620888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.3456 - accuracy: 0.9844
2024-12-03 16:10:54.978443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.3226 - accuracy: 0.9854
2024-12-03 16:10:55.323208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.3682 - accuracy: 0.9844
2024-12-03 16:10:55.738762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.3465 - accuracy: 0.9853
2024-12-03 16:10:56.122768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.3273 - accuracy: 0.9861
2024-12-03 16:10:56.530636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.3418 - accuracy: 0.9852
2024-12-03 16:10:56.912480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.3247 - accuracy: 0.9859
2024-12-03 16:10:57.251494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.3251 - accuracy: 0.9851
2024-12-03 16:10:57.594937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.3103 - accuracy: 0.9858
2024-12-03 16:10:57.972228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.2968 - accuracy: 0.9864
2024-12-03 16:10:58.391859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.2923 - accuracy: 0.9844
2024-12-03 16:10:58.755275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.2806 - accuracy: 0.9850
2024-12-03 16:10:59.114500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.3711 - accuracy: 0.9832
2024-12-03 16:10:59.520541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.3582 - accuracy: 0.9838
2024-12-03 16:10:59.878736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.3454 - accuracy: 0.9844
2024-12-03 16:11:00.248600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.3335 - accuracy: 0.9849
2024-12-03 16:11:00.627663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.3703 - accuracy: 0.9844
2024-12-03 16:11:00.995312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.3584 - accuracy: 0.9849
2024-12-03 16:11:01.348682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.4139 - accuracy: 0.9834
2024-12-03 16:11:01.790363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.4014 - accuracy: 0.9839
2024-12-03 16:11:02.139309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.3896 - accuracy: 0.9844
2024-12-03 16:11:02.515755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.3785 - accuracy: 0.9848
2024-12-03 16:11:02.898287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.3680 - accuracy: 0.9852
2024-12-03 16:11:03.360856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.3580 - accuracy: 0.9856 
2024-12-03 16:11:03.709523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.3486 - accuracy: 0.9860
2024-12-03 16:11:04.040301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.3398 - accuracy: 0.9864
2024-12-03 16:11:04.448321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3313 - accuracy: 0.9867
2024-12-03 16:11:04.794512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.3232 - accuracy: 0.9870
2024-12-03 16:11:05.156631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.3205 - accuracy: 0.9866
2024-12-03 16:11:05.595294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.3448 - accuracy: 0.9862
2024-12-03 16:11:05.969991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.3899 - accuracy: 0.9858
2024-12-03 16:11:06.334575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.3813 - accuracy: 0.9861
2024-12-03 16:11:06.704414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.4199 - accuracy: 0.9851
2024-12-03 16:11:07.093080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.4176 - accuracy: 0.9847
2024-12-03 16:11:07.447090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.4089 - accuracy: 0.9850
2024-12-03 16:11:07.802633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.4039 - accuracy: 0.9847
2024-12-03 16:11:08.201812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.3959 - accuracy: 0.9850
2024-12-03 16:11:08.568558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3881 - accuracy: 0.9853
2024-12-03 16:11:08.934837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3806 - accuracy: 0.9856
2024-12-03 16:11:09.302963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3735 - accuracy: 0.9858
2024-12-03 16:11:09.672738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3761 - accuracy: 0.9850
2024-12-03 16:11:10.040059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.3693 - accuracy: 0.9852
2024-12-03 16:11:10.411749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3736 - accuracy: 0.9849
2024-12-03 16:11:10.865646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3670 - accuracy: 0.9852
2024-12-03 16:11:11.220667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3665 - accuracy: 0.9849
2024-12-03 16:11:11.620179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3603 - accuracy: 0.9852
2024-12-03 16:11:11.958710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3543 - accuracy: 0.9854
2024-12-03 16:11:12.329164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3485 - accuracy: 0.9857
2024-12-03 16:11:12.665792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3401 - accuracy: 0.9860
2024-12-03 16:11:13.072380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 543ms/step - loss: 0.3401 - accuracy: 0.9860 - val_loss: 1.0482 - val_accuracy: 0.9810
Epoch 46/50

2024-12-03 16:11:23.975002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:11:24.371679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:11:24.707144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:11:25.055575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:11:25.449209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.0134 - accuracy: 0.9937    
2024-12-03 16:11:25.827866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0113 - accuracy: 0.9948
2024-12-03 16:11:26.246121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.2609 - accuracy: 0.9866
2024-12-03 16:11:26.653037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.2283 - accuracy: 0.9883
2024-12-03 16:11:27.049860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.2029 - accuracy: 0.9896
2024-12-03 16:11:27.453169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.1826 - accuracy: 0.9906
2024-12-03 16:11:27.869176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.3593 - accuracy: 0.9886
2024-12-03 16:11:28.248896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.3423 - accuracy: 0.9870
2024-12-03 16:11:28.628966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.5296 - accuracy: 0.9856
2024-12-03 16:11:29.003216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 0.5128 - accuracy: 0.9844
2024-12-03 16:11:29.413975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.4906 - accuracy: 0.9833
2024-12-03 16:11:29.785393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.4599 - accuracy: 0.9844
2024-12-03 16:11:30.182809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.4631 - accuracy: 0.9816
2024-12-03 16:11:30.557666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.4596 - accuracy: 0.9809
2024-12-03 16:11:30.916480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.4354 - accuracy: 0.9819
2024-12-03 16:11:31.295524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.4235 - accuracy: 0.9812
2024-12-03 16:11:31.724830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.4033 - accuracy: 0.9821
2024-12-03 16:11:32.090336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.3850 - accuracy: 0.9830
2024-12-03 16:11:32.457165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.3682 - accuracy: 0.9837
2024-12-03 16:11:32.842335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.3529 - accuracy: 0.9844
2024-12-03 16:11:33.214007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.3388 - accuracy: 0.9850
2024-12-03 16:11:33.585746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.3447 - accuracy: 0.9844
2024-12-03 16:11:33.947257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.4598 - accuracy: 0.9838
2024-12-03 16:11:34.340817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.4433 - accuracy: 0.9844
2024-12-03 16:11:34.747698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.4281 - accuracy: 0.9849
2024-12-03 16:11:35.189175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.4384 - accuracy: 0.9844
2024-12-03 16:11:35.623981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.4243 - accuracy: 0.9849
2024-12-03 16:11:36.030781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.4142 - accuracy: 0.9844
2024-12-03 16:11:36.422548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.4017 - accuracy: 0.9848
2024-12-03 16:11:36.836246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.3898 - accuracy: 0.9853
2024-12-03 16:11:37.213954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.3787 - accuracy: 0.9857
2024-12-03 16:11:37.588761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.3682 - accuracy: 0.9861
2024-12-03 16:11:37.936092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.3582 - accuracy: 0.9865
2024-12-03 16:11:38.350565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.3569 - accuracy: 0.9860 
2024-12-03 16:11:38.746499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.3477 - accuracy: 0.9864
2024-12-03 16:11:39.143806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3390 - accuracy: 0.9867
2024-12-03 16:11:39.528455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.3307 - accuracy: 0.9870
2024-12-03 16:11:39.913850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.3229 - accuracy: 0.9874
2024-12-03 16:11:40.338859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.3154 - accuracy: 0.9876
2024-12-03 16:11:40.710546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.3082 - accuracy: 0.9879
2024-12-03 16:11:41.094426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.3221 - accuracy: 0.9875
2024-12-03 16:11:41.530643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.3151 - accuracy: 0.9878
2024-12-03 16:11:41.937229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.3084 - accuracy: 0.9880
2024-12-03 16:11:42.322499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3020 - accuracy: 0.9883
2024-12-03 16:11:42.779248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.2958 - accuracy: 0.9885
2024-12-03 16:11:43.167106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.3116 - accuracy: 0.9881
2024-12-03 16:11:43.554454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3238 - accuracy: 0.9877
2024-12-03 16:11:43.994174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3175 - accuracy: 0.9880
2024-12-03 16:11:44.355801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3116 - accuracy: 0.9882
2024-12-03 16:11:44.715142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3058 - accuracy: 0.9884
2024-12-03 16:11:45.078065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.3321 - accuracy: 0.9881
2024-12-03 16:11:45.478295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3262 - accuracy: 0.9883
2024-12-03 16:11:45.849775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3205 - accuracy: 0.9885
2024-12-03 16:11:46.214179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3469 - accuracy: 0.9881
2024-12-03 16:11:46.606162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3410 - accuracy: 0.9883
2024-12-03 16:11:46.982217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3353 - accuracy: 0.9885
2024-12-03 16:11:47.369701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3355 - accuracy: 0.9882
2024-12-03 16:11:47.742349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3372 - accuracy: 0.9880
2024-12-03 16:11:48.130351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 35s 561ms/step - loss: 0.3372 - accuracy: 0.9880 - val_loss: 0.8679 - val_accuracy: 0.9830
Epoch 47/50

2024-12-03 16:11:59.133699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:11:59.545937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.0696 - accuracy: 0.9844    
2024-12-03 16:11:59.863058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0464 - accuracy: 0.9896
2024-12-03 16:12:00.212394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 21s - loss: 0.0789 - accuracy: 0.9844
2024-12-03 16:12:00.641384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.1330 - accuracy: 0.9812
2024-12-03 16:12:01.029791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.1108 - accuracy: 0.9844
2024-12-03 16:12:01.435513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0950 - accuracy: 0.9866
2024-12-03 16:12:01.849871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.0831 - accuracy: 0.9883
2024-12-03 16:12:02.272040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0739 - accuracy: 0.9896
2024-12-03 16:12:02.633615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0665 - accuracy: 0.9906
2024-12-03 16:12:03.006409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0605 - accuracy: 0.9915
2024-12-03 16:12:03.376335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0554 - accuracy: 0.9922
2024-12-03 16:12:03.719599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.0512 - accuracy: 0.9928
2024-12-03 16:12:04.097411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0475 - accuracy: 0.9933
2024-12-03 16:12:04.444377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0443 - accuracy: 0.9937
2024-12-03 16:12:04.837791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0416 - accuracy: 0.9941
2024-12-03 16:12:05.182682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0391 - accuracy: 0.9945
2024-12-03 16:12:05.583081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.1287 - accuracy: 0.9931
2024-12-03 16:12:05.982042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.1614 - accuracy: 0.9918
2024-12-03 16:12:06.493681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.1533 - accuracy: 0.9922
2024-12-03 16:12:06.904613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.1748 - accuracy: 0.9911
2024-12-03 16:12:07.289508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.1668 - accuracy: 0.9915
2024-12-03 16:12:07.673306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.3555 - accuracy: 0.9905
2024-12-03 16:12:08.042512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.3406 - accuracy: 0.9909
2024-12-03 16:12:08.450308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.3270 - accuracy: 0.9912
2024-12-03 16:12:08.848569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.3144 - accuracy: 0.9916
2024-12-03 16:12:09.220233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.3028 - accuracy: 0.9919
2024-12-03 16:12:09.597793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.3435 - accuracy: 0.9900
2024-12-03 16:12:10.029256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.3316 - accuracy: 0.9903
2024-12-03 16:12:10.387711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.3206 - accuracy: 0.9906
2024-12-03 16:12:10.758321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.3102 - accuracy: 0.9909
2024-12-03 16:12:11.115500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.3006 - accuracy: 0.9912
2024-12-03 16:12:11.567184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.2914 - accuracy: 0.9915
2024-12-03 16:12:11.980949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.3367 - accuracy: 0.9908
2024-12-03 16:12:12.372749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.3271 - accuracy: 0.9911
2024-12-03 16:12:12.810515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.3180 - accuracy: 0.9913
2024-12-03 16:12:13.198163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.3094 - accuracy: 0.9916
2024-12-03 16:12:13.595344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.3386 - accuracy: 0.9910 
2024-12-03 16:12:13.975343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.3299 - accuracy: 0.9912
2024-12-03 16:12:14.409022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.3217 - accuracy: 0.9914
2024-12-03 16:12:14.758469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.3138 - accuracy: 0.9916
2024-12-03 16:12:15.140335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.3063 - accuracy: 0.9918
2024-12-03 16:12:15.539112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.2992 - accuracy: 0.9920
2024-12-03 16:12:15.919326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.3176 - accuracy: 0.9915
2024-12-03 16:12:16.288206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.3106 - accuracy: 0.9917
2024-12-03 16:12:16.677680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.3589 - accuracy: 0.9898
2024-12-03 16:12:17.073274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.3513 - accuracy: 0.9900
2024-12-03 16:12:17.488752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.3439 - accuracy: 0.9902
2024-12-03 16:12:17.861476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.3369 - accuracy: 0.9904
2024-12-03 16:12:18.286050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.3302 - accuracy: 0.9906
2024-12-03 16:12:18.667945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3548 - accuracy: 0.9896
2024-12-03 16:12:19.066763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3480 - accuracy: 0.9898
2024-12-03 16:12:19.475626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.3414 - accuracy: 0.9900
2024-12-03 16:12:19.877924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3351 - accuracy: 0.9902
2024-12-03 16:12:20.248071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.3290 - accuracy: 0.9903
2024-12-03 16:12:20.650587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3231 - accuracy: 0.9905
2024-12-03 16:12:20.983275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3174 - accuracy: 0.9907
2024-12-03 16:12:21.358525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.3120 - accuracy: 0.9908
2024-12-03 16:12:21.709391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3067 - accuracy: 0.9910
2024-12-03 16:12:22.046764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3016 - accuracy: 0.9911
2024-12-03 16:12:22.410205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3020 - accuracy: 0.9908
2024-12-03 16:12:22.762074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.3015 - accuracy: 0.9905
2024-12-03 16:12:23.130873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 35s 554ms/step - loss: 0.3015 - accuracy: 0.9905 - val_loss: 0.9005 - val_accuracy: 0.9800
Epoch 48/50

2024-12-03 16:12:33.904921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.3695 - accuracy: 0.9688
2024-12-03 16:12:34.299402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.3388 - accuracy: 0.9688
2024-12-03 16:12:34.640483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.2259 - accuracy: 0.9792
2024-12-03 16:12:35.024934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 23s - loss: 0.1694 - accuracy: 0.9844
2024-12-03 16:12:35.509681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 23s - loss: 0.1355 - accuracy: 0.9875
2024-12-03 16:12:35.932807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 0.1129 - accuracy: 0.9896
2024-12-03 16:12:36.315669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.0968 - accuracy: 0.9911
2024-12-03 16:12:36.678555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.4883 - accuracy: 0.9883
2024-12-03 16:12:37.090709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.4491 - accuracy: 0.9861
2024-12-03 16:12:37.454195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.4042 - accuracy: 0.9875
2024-12-03 16:12:37.821275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.4214 - accuracy: 0.9858
2024-12-03 16:12:38.204735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.3863 - accuracy: 0.9870
2024-12-03 16:12:38.573511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.4269 - accuracy: 0.9856
2024-12-03 16:12:38.942854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.3964 - accuracy: 0.9866
2024-12-03 16:12:39.307808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.3700 - accuracy: 0.9875
2024-12-03 16:12:39.685154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.3557 - accuracy: 0.9863
2024-12-03 16:12:40.062552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.3348 - accuracy: 0.9871
2024-12-03 16:12:40.452720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.4402 - accuracy: 0.9826
2024-12-03 16:12:40.829801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 0.5224 - accuracy: 0.9819
2024-12-03 16:12:41.345119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.4963 - accuracy: 0.9828
2024-12-03 16:12:41.766928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.4726 - accuracy: 0.9836
2024-12-03 16:12:42.168199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 16s - loss: 0.4512 - accuracy: 0.9844
2024-12-03 16:12:42.563383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.4315 - accuracy: 0.9851
2024-12-03 16:12:43.023296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.4685 - accuracy: 0.9844
2024-12-03 16:12:43.419870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 15s - loss: 0.4498 - accuracy: 0.9850
2024-12-03 16:12:43.846304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.4325 - accuracy: 0.9856
2024-12-03 16:12:44.284903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 14s - loss: 0.4165 - accuracy: 0.9861
2024-12-03 16:12:44.710490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.4016 - accuracy: 0.9866
2024-12-03 16:12:45.098401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.3881 - accuracy: 0.9871
2024-12-03 16:12:45.521941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 13s - loss: 0.3751 - accuracy: 0.9875
2024-12-03 16:12:45.903986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.3630 - accuracy: 0.9879
2024-12-03 16:12:46.300150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.4868 - accuracy: 0.9863
2024-12-03 16:12:46.739997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 12s - loss: 0.4721 - accuracy: 0.9867
2024-12-03 16:12:47.141183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.4582 - accuracy: 0.9871
2024-12-03 16:12:47.522205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 11s - loss: 0.4451 - accuracy: 0.9875
2024-12-03 16:12:47.958072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.4327 - accuracy: 0.9878
2024-12-03 16:12:48.349632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.4210 - accuracy: 0.9882
2024-12-03 16:12:48.735572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 10s - loss: 0.4610 - accuracy: 0.9877
2024-12-03 16:12:49.116907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.4866 - accuracy: 0.9864 
2024-12-03 16:12:49.467214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 9s - loss: 0.4765 - accuracy: 0.9859
2024-12-03 16:12:49.859832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.4649 - accuracy: 0.9863
2024-12-03 16:12:50.250642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.4538 - accuracy: 0.9866
2024-12-03 16:12:50.634607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.4432 - accuracy: 0.9869
2024-12-03 16:12:51.028900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.4478 - accuracy: 0.9865
2024-12-03 16:12:51.417955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.4379 - accuracy: 0.9868
2024-12-03 16:12:51.850724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.4284 - accuracy: 0.9871
2024-12-03 16:12:52.236581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.4193 - accuracy: 0.9874
2024-12-03 16:12:52.716436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.4203 - accuracy: 0.9870
2024-12-03 16:12:53.109431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.4117 - accuracy: 0.9872
2024-12-03 16:12:53.507798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.4035 - accuracy: 0.9875
2024-12-03 16:12:53.967816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.3955 - accuracy: 0.9877
2024-12-03 16:12:54.357123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.3988 - accuracy: 0.9874
2024-12-03 16:12:54.782070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.3914 - accuracy: 0.9876
2024-12-03 16:12:55.206021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.3919 - accuracy: 0.9873
2024-12-03 16:12:55.539882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.3848 - accuracy: 0.9875
2024-12-03 16:12:55.942802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.3779 - accuracy: 0.9877
2024-12-03 16:12:56.359310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.3713 - accuracy: 0.9879
2024-12-03 16:12:56.795488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.3649 - accuracy: 0.9881
2024-12-03 16:12:57.171961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.3587 - accuracy: 0.9883
2024-12-03 16:12:57.544737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.3740 - accuracy: 0.9880
2024-12-03 16:12:57.875377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.3679 - accuracy: 0.9882
2024-12-03 16:12:58.208393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.3663 - accuracy: 0.9879
2024-12-03 16:12:58.571063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 36s 582ms/step - loss: 0.3633 - accuracy: 0.9880 - val_loss: 1.2123 - val_accuracy: 0.9760
Epoch 49/50

2024-12-03 16:13:10.407301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 27s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:13:10.840367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:13:11.270435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:13:11.652219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 16:13:12.012831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 0.1022 - accuracy: 0.9937    
2024-12-03 16:13:12.380859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0852 - accuracy: 0.9948
2024-12-03 16:13:12.761667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.1008 - accuracy: 0.9911
2024-12-03 16:13:13.159886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.0882 - accuracy: 0.9922
2024-12-03 16:13:13.540205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.1693 - accuracy: 0.9896
2024-12-03 16:13:13.908349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.1695 - accuracy: 0.9875
2024-12-03 16:13:14.300583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.3257 - accuracy: 0.9858
2024-12-03 16:13:14.767210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.3655 - accuracy: 0.9818
2024-12-03 16:13:15.152040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.3374 - accuracy: 0.9832
2024-12-03 16:13:15.505863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 0.3133 - accuracy: 0.9844
2024-12-03 16:13:15.904319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.2974 - accuracy: 0.9833
2024-12-03 16:13:16.292395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.2872 - accuracy: 0.9824
2024-12-03 16:13:16.705063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.2752 - accuracy: 0.9816
2024-12-03 16:13:17.071396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.2600 - accuracy: 0.9826
2024-12-03 16:13:17.494321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 0.2463 - accuracy: 0.9836
2024-12-03 16:13:17.890853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.2340 - accuracy: 0.9844
2024-12-03 16:13:18.282278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.3076 - accuracy: 0.9836
2024-12-03 16:13:18.640171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 16s - loss: 0.3311 - accuracy: 0.9830
2024-12-03 16:13:19.078463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.3168 - accuracy: 0.9837
2024-12-03 16:13:19.491320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.3036 - accuracy: 0.9844
2024-12-03 16:13:19.895782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 15s - loss: 0.2914 - accuracy: 0.9850
2024-12-03 16:13:20.338840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.2802 - accuracy: 0.9856
2024-12-03 16:13:20.745321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 14s - loss: 0.2864 - accuracy: 0.9850
2024-12-03 16:13:21.123111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.2762 - accuracy: 0.9855
2024-12-03 16:13:21.498515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.2897 - accuracy: 0.9849
2024-12-03 16:13:21.857353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.2800 - accuracy: 0.9854
2024-12-03 16:13:22.245911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.2885 - accuracy: 0.9849
2024-12-03 16:13:22.624008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.2795 - accuracy: 0.9854
2024-12-03 16:13:23.028636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.2710 - accuracy: 0.9858
2024-12-03 16:13:23.443337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.2631 - accuracy: 0.9862
2024-12-03 16:13:23.874677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 11s - loss: 0.2555 - accuracy: 0.9866
2024-12-03 16:13:24.296684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.2484 - accuracy: 0.9870
2024-12-03 16:13:24.693696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.2417 - accuracy: 0.9873
2024-12-03 16:13:25.097689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.2479 - accuracy: 0.9868 
2024-12-03 16:13:25.480044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.2461 - accuracy: 0.9864
2024-12-03 16:13:25.862512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 9s - loss: 0.2400 - accuracy: 0.9867
2024-12-03 16:13:26.243418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.2341 - accuracy: 0.9870
2024-12-03 16:13:26.649607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.2285 - accuracy: 0.9874
2024-12-03 16:13:27.127933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.2232 - accuracy: 0.9876
2024-12-03 16:13:27.518125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.2182 - accuracy: 0.9879
2024-12-03 16:13:27.886984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.2543 - accuracy: 0.9875
2024-12-03 16:13:28.273239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.2488 - accuracy: 0.9878
2024-12-03 16:13:28.678439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.2466 - accuracy: 0.9874
2024-12-03 16:13:29.140557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.2414 - accuracy: 0.9876
2024-12-03 16:13:29.557989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.2365 - accuracy: 0.9879
2024-12-03 16:13:29.957831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.2517 - accuracy: 0.9875
2024-12-03 16:13:30.379819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.2468 - accuracy: 0.9877
2024-12-03 16:13:30.792356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.2420 - accuracy: 0.9880
2024-12-03 16:13:31.217119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.2606 - accuracy: 0.9876
2024-12-03 16:13:31.641133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2558 - accuracy: 0.9878
2024-12-03 16:13:31.979070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.2511 - accuracy: 0.9881
2024-12-03 16:13:32.364442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2466 - accuracy: 0.9883
2024-12-03 16:13:32.756345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2423 - accuracy: 0.9885
2024-12-03 16:13:33.120908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.2381 - accuracy: 0.9887
2024-12-03 16:13:33.574862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2489 - accuracy: 0.9883
2024-12-03 16:13:33.968144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2447 - accuracy: 0.9885
2024-12-03 16:13:34.404866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2407 - accuracy: 0.9887
2024-12-03 16:13:34.786395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2368 - accuracy: 0.9889
2024-12-03 16:13:35.120634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 36s 573ms/step - loss: 0.2349 - accuracy: 0.9890 - val_loss: 1.1889 - val_accuracy: 0.9800
Epoch 50/50

2024-12-03 16:13:46.365311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.9013 - accuracy: 0.9688
2024-12-03 16:13:46.790335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.4719 - accuracy: 0.9688
2024-12-03 16:13:47.133742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.3146 - accuracy: 0.9792
2024-12-03 16:13:47.505450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 21s - loss: 0.8269 - accuracy: 0.9688
2024-12-03 16:13:47.889730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.6615 - accuracy: 0.9750
2024-12-03 16:13:48.279425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.5513 - accuracy: 0.9792
2024-12-03 16:13:48.695410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.4725 - accuracy: 0.9821
2024-12-03 16:13:49.158543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.4135 - accuracy: 0.9844
2024-12-03 16:13:49.537362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.3675 - accuracy: 0.9861
2024-12-03 16:13:49.914161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.6179 - accuracy: 0.9844
2024-12-03 16:13:50.277018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.5617 - accuracy: 0.9858
2024-12-03 16:13:50.614480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.5149 - accuracy: 0.9870
2024-12-03 16:13:50.988256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.4753 - accuracy: 0.9880
2024-12-03 16:13:51.341983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.4413 - accuracy: 0.9888
2024-12-03 16:13:51.759027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.4119 - accuracy: 0.9896
2024-12-03 16:13:52.115512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.3862 - accuracy: 0.9902
2024-12-03 16:13:52.479741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.3634 - accuracy: 0.9908
2024-12-03 16:13:52.838163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.3433 - accuracy: 0.9913
2024-12-03 16:13:53.261539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.3252 - accuracy: 0.9918
2024-12-03 16:13:53.623474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.3089 - accuracy: 0.9922
2024-12-03 16:13:53.985287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.3261 - accuracy: 0.9911
2024-12-03 16:13:54.400898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.3113 - accuracy: 0.9915
2024-12-03 16:13:54.820328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.2978 - accuracy: 0.9918
2024-12-03 16:13:55.178918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.2854 - accuracy: 0.9922
2024-12-03 16:13:55.579012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.2805 - accuracy: 0.9912
2024-12-03 16:13:56.021412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.2697 - accuracy: 0.9916
2024-12-03 16:13:56.404695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.2597 - accuracy: 0.9919
2024-12-03 16:13:56.818121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.2504 - accuracy: 0.9922
2024-12-03 16:13:57.267154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.2420 - accuracy: 0.9925
2024-12-03 16:13:57.660571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.2340 - accuracy: 0.9927
2024-12-03 16:13:58.112607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.2548 - accuracy: 0.9919
2024-12-03 16:13:58.520489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.2468 - accuracy: 0.9922
2024-12-03 16:13:58.955518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.2393 - accuracy: 0.9924
2024-12-03 16:13:59.418160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.2323 - accuracy: 0.9926
2024-12-03 16:13:59.845134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 11s - loss: 0.2712 - accuracy: 0.9920
2024-12-03 16:14:00.328769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.2637 - accuracy: 0.9922
2024-12-03 16:14:00.806981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.2566 - accuracy: 0.9924
2024-12-03 16:14:01.202180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 10s - loss: 0.2498 - accuracy: 0.9926
2024-12-03 16:14:01.597168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.2434 - accuracy: 0.9928 
2024-12-03 16:14:02.078300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 9s - loss: 0.2373 - accuracy: 0.9930
2024-12-03 16:14:02.534283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.2315 - accuracy: 0.9931
2024-12-03 16:14:02.953703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.2260 - accuracy: 0.9933
2024-12-03 16:14:03.428255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 8s - loss: 0.2208 - accuracy: 0.9935
2024-12-03 16:14:03.830716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.2157 - accuracy: 0.9936
2024-12-03 16:14:04.270149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.2115 - accuracy: 0.9931
2024-12-03 16:14:04.630198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.2069 - accuracy: 0.9932
2024-12-03 16:14:05.030026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.2203 - accuracy: 0.9927
2024-12-03 16:14:05.452475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.2158 - accuracy: 0.9928
2024-12-03 16:14:05.860371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.2114 - accuracy: 0.9930
2024-12-03 16:14:06.204005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.2137 - accuracy: 0.9925
2024-12-03 16:14:06.651639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.2216 - accuracy: 0.9920
2024-12-03 16:14:07.014582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.2177 - accuracy: 0.9922
2024-12-03 16:14:07.421683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.2136 - accuracy: 0.9923
2024-12-03 16:14:07.797802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.2097 - accuracy: 0.9925
2024-12-03 16:14:08.181055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.2227 - accuracy: 0.9920
2024-12-03 16:14:08.553137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.2187 - accuracy: 0.9922
2024-12-03 16:14:08.947790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.2150 - accuracy: 0.9923
2024-12-03 16:14:09.291867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.2113 - accuracy: 0.9925
2024-12-03 16:14:09.665413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.2077 - accuracy: 0.9926
2024-12-03 16:14:10.048091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.2118 - accuracy: 0.9922
2024-12-03 16:14:10.428402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.2112 - accuracy: 0.9918
2024-12-03 16:14:10.888176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.2078 - accuracy: 0.9919
2024-12-03 16:14:11.212312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 36s 569ms/step - loss: 0.2286 - accuracy: 0.9910 - val_loss: 1.5570 - val_accuracy: 0.9710

Plotting the result

In [69]:
acc = history.history["accuracy"]
val_acc = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(acc) + 1)
plt.plot(epochs, acc, "bo", label="Training accuracy")
plt.plot(epochs, val_acc, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

Accuracy test

In [72]:
test_model = keras.models.load_model(
    "./models/feature_extraction_with_data_augmentation")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")

63/63 [==============================] - 12s 190ms/step - loss: 0.8924 - accuracy: 0.9780
Test accuracy: 0.978

Fine-Tuning VGG16

In [82]:
conv_base.summary()

Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 7079424 (27.01 MB)
Non-trainable params: 7635264 (29.13 MB)
_________________________________________________________________
In [83]:
conv_base.trainable = True
for layer in conv_base.layers[:-4]:
    layer.trainable = False
In [84]:
model.summary()

Model: "model_5"
_________________________________________________________________
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_8 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_1 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (  (None, 180, 180, 3)       0         
 SlicingOpLambda)                                                
                                                                 
 tf.nn.bias_add (TFOpLambda  (None, 180, 180, 3)       0         
 )                                                               
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_5 (Flatten)         (None, 12800)             0         
                                                                 
 dense_7 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_4 (Dropout)         (None, 256)               0         
                                                                 
 dense_8 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17992001 (68.63 MB)
Trainable params: 10356737 (39.51 MB)
Non-trainable params: 7635264 (29.13 MB)
_________________________________________________________________
In [85]:
import tensorflow as tf
import time

class EpochTimerCallback(tf.keras.callbacks.Callback):
    def on_epoch_begin(self, epoch, logs=None):
        print(f"Starting epoch {epoch + 1}...")
        self.epoch_start_time = time.time()

    def on_epoch_end(self, epoch, logs=None):
        epoch_time = time.time() - self.epoch_start_time
        print(f"Epoch {epoch + 1} completed in {epoch_time:.2f} seconds.")

callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/fine_tuning",
        save_best_only=True,
        monitor="val_loss"
    ),
    EpochTimerCallback()  # Add the timer callback
]

history = model.fit(
    train_dataset,
    epochs=30,
    validation_data=validation_dataset
)

Epoch 1/30

2024-12-03 17:05:20.670252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:21.048699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:21.343063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:21.658163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:21.987132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:22.365841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:22.786133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:23.232158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:23.713377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:24.133574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:24.566409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:24.976443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:25.360610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:25.725050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 1.5051e-04 - accuracy: 1.0000
2024-12-03 17:05:26.086263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 1.4047e-04 - accuracy: 1.0000
2024-12-03 17:05:26.458189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 1.3169e-04 - accuracy: 1.0000
2024-12-03 17:05:26.876395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 1.4384e-04 - accuracy: 1.0000
2024-12-03 17:05:27.304828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 1.3585e-04 - accuracy: 1.0000
2024-12-03 17:05:27.736237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 1.2870e-04 - accuracy: 1.0000
2024-12-03 17:05:28.108666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 1.2226e-04 - accuracy: 1.0000
2024-12-03 17:05:28.487247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 1.1644e-04 - accuracy: 1.0000
2024-12-03 17:05:28.872075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 1.1115e-04 - accuracy: 1.0000
2024-12-03 17:05:29.234818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 1.0632e-04 - accuracy: 1.0000
2024-12-03 17:05:29.595938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 1.0189e-04 - accuracy: 1.0000
2024-12-03 17:05:29.953025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 9.7816e-05 - accuracy: 1.0000
2024-12-03 17:05:30.295068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 9.4054e-05 - accuracy: 1.0000
2024-12-03 17:05:30.650874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 9.0570e-05 - accuracy: 1.0000
2024-12-03 17:05:30.999345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 8.7335e-05 - accuracy: 1.0000
2024-12-03 17:05:31.351768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 8.4324e-05 - accuracy: 1.0000
2024-12-03 17:05:31.705991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 8.1513e-05 - accuracy: 1.0000
2024-12-03 17:05:32.056651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 7.8884e-05 - accuracy: 1.0000
2024-12-03 17:05:32.383063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 7.6419e-05 - accuracy: 1.0000
2024-12-03 17:05:32.743629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 7.4103e-05 - accuracy: 1.0000
2024-12-03 17:05:33.121282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 7.1924e-05 - accuracy: 1.0000
2024-12-03 17:05:33.534746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 6.9869e-05 - accuracy: 1.0000
2024-12-03 17:05:33.954614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 6.7928e-05 - accuracy: 1.0000
2024-12-03 17:05:34.345921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 6.6092e-05 - accuracy: 1.0000 
2024-12-03 17:05:34.739012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 6.4353e-05 - accuracy: 1.0000
2024-12-03 17:05:35.143354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 6.2703e-05 - accuracy: 1.0000
2024-12-03 17:05:35.519370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 6.5421e-04 - accuracy: 0.9992
2024-12-03 17:05:35.901464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 6.3825e-04 - accuracy: 0.9992
2024-12-03 17:05:36.269206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 6.2305e-04 - accuracy: 0.9993
2024-12-03 17:05:36.651297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 6.0856e-04 - accuracy: 0.9993
2024-12-03 17:05:36.997206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 5.9473e-04 - accuracy: 0.9993
2024-12-03 17:05:37.356673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 5.8152e-04 - accuracy: 0.9993
2024-12-03 17:05:37.720209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 5.6887e-04 - accuracy: 0.9993
2024-12-03 17:05:38.105766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 5.5677e-04 - accuracy: 0.9993
2024-12-03 17:05:38.512161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0054 - accuracy: 0.9987    
2024-12-03 17:05:38.884332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0053 - accuracy: 0.9987
2024-12-03 17:05:39.277365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0052 - accuracy: 0.9987
2024-12-03 17:05:39.654087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0051 - accuracy: 0.9988
2024-12-03 17:05:40.037921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0050 - accuracy: 0.9988
2024-12-03 17:05:40.407328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0049 - accuracy: 0.9988
2024-12-03 17:05:40.749104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0048 - accuracy: 0.9988
2024-12-03 17:05:41.098087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0047 - accuracy: 0.9989
2024-12-03 17:05:41.466876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0047 - accuracy: 0.9989
2024-12-03 17:05:41.824216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0046 - accuracy: 0.9989
2024-12-03 17:05:42.180162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0045 - accuracy: 0.9989
2024-12-03 17:05:42.532711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0044 - accuracy: 0.9989
2024-12-03 17:05:42.869682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0043 - accuracy: 0.9990
2024-12-03 17:05:43.230417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0043 - accuracy: 0.9990
2024-12-03 17:05:43.605563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0042 - accuracy: 0.9990
2024-12-03 17:05:43.964716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 516ms/step - loss: 0.0042 - accuracy: 0.9990 - val_loss: 0.8692 - val_accuracy: 0.9830
Epoch 2/30

2024-12-03 17:05:53.027056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:05:53.421026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.1000 - accuracy: 0.9844    
2024-12-03 17:05:53.788004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0667 - accuracy: 0.9896
2024-12-03 17:05:54.174542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0500 - accuracy: 0.9922
2024-12-03 17:05:54.575093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 0.0400 - accuracy: 0.9937
2024-12-03 17:05:54.957088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0336 - accuracy: 0.9948
2024-12-03 17:05:55.333995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0288 - accuracy: 0.9955
2024-12-03 17:05:55.706468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0252 - accuracy: 0.9961
2024-12-03 17:05:56.073579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0224 - accuracy: 0.9965
2024-12-03 17:05:56.437175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.0202 - accuracy: 0.9969
2024-12-03 17:05:56.802070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0183 - accuracy: 0.9972
2024-12-03 17:05:57.169270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0168 - accuracy: 0.9974
2024-12-03 17:05:57.564888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.0155 - accuracy: 0.9976
2024-12-03 17:05:57.954078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0144 - accuracy: 0.9978
2024-12-03 17:05:58.330281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0135 - accuracy: 0.9979
2024-12-03 17:05:58.706679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0145 - accuracy: 0.9961
2024-12-03 17:05:59.085240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0137 - accuracy: 0.9963
2024-12-03 17:05:59.453924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.0129 - accuracy: 0.9965
2024-12-03 17:05:59.836503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0122 - accuracy: 0.9967
2024-12-03 17:06:00.204782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0116 - accuracy: 0.9969
2024-12-03 17:06:00.591683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0111 - accuracy: 0.9970
2024-12-03 17:06:00.954722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0106 - accuracy: 0.9972
2024-12-03 17:06:01.335616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0101 - accuracy: 0.9973
2024-12-03 17:06:01.676283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0097 - accuracy: 0.9974
2024-12-03 17:06:02.054671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0093 - accuracy: 0.9975
2024-12-03 17:06:02.447393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0089 - accuracy: 0.9976
2024-12-03 17:06:02.834919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0086 - accuracy: 0.9977
2024-12-03 17:06:03.210412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0083 - accuracy: 0.9978
2024-12-03 17:06:03.577578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0080 - accuracy: 0.9978
2024-12-03 17:06:03.960148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0078 - accuracy: 0.9979
2024-12-03 17:06:04.351557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0075 - accuracy: 0.9980
2024-12-03 17:06:04.787487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0073 - accuracy: 0.9980
2024-12-03 17:06:05.232720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0070 - accuracy: 0.9981
2024-12-03 17:06:05.716785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.0068 - accuracy: 0.9982
2024-12-03 17:06:06.153090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0066 - accuracy: 0.9982
2024-12-03 17:06:06.576688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0111 - accuracy: 0.9974
2024-12-03 17:06:06.973271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.0108 - accuracy: 0.9975
2024-12-03 17:06:07.372905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0105 - accuracy: 0.9975 
2024-12-03 17:06:07.764203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0174 - accuracy: 0.9968
2024-12-03 17:06:08.148621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0169 - accuracy: 0.9969
2024-12-03 17:06:08.540209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0165 - accuracy: 0.9970
2024-12-03 17:06:08.940593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0161 - accuracy: 0.9970
2024-12-03 17:06:09.352735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0265 - accuracy: 0.9964
2024-12-03 17:06:09.753527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0259 - accuracy: 0.9964
2024-12-03 17:06:10.146568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.0253 - accuracy: 0.9965
2024-12-03 17:06:10.562860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0248 - accuracy: 0.9966
2024-12-03 17:06:10.955792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0242 - accuracy: 0.9967
2024-12-03 17:06:11.346506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0237 - accuracy: 0.9967
2024-12-03 17:06:11.737735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0453 - accuracy: 0.9962
2024-12-03 17:06:12.105100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0444 - accuracy: 0.9962
2024-12-03 17:06:12.496059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0689 - accuracy: 0.9957
2024-12-03 17:06:12.875671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0676 - accuracy: 0.9958
2024-12-03 17:06:13.275808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0663 - accuracy: 0.9959
2024-12-03 17:06:13.660330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0651 - accuracy: 0.9959
2024-12-03 17:06:14.040452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0639 - accuracy: 0.9960
2024-12-03 17:06:14.436596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0628 - accuracy: 0.9961
2024-12-03 17:06:14.865850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0617 - accuracy: 0.9962
2024-12-03 17:06:15.281562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0606 - accuracy: 0.9962
2024-12-03 17:06:15.661881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0596 - accuracy: 0.9963
2024-12-03 17:06:16.060223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0586 - accuracy: 0.9964
2024-12-03 17:06:16.459536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0577 - accuracy: 0.9964
2024-12-03 17:06:16.858580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0568 - accuracy: 0.9965
2024-12-03 17:06:17.261589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 35s 557ms/step - loss: 0.0563 - accuracy: 0.9965 - val_loss: 1.0867 - val_accuracy: 0.9800
Epoch 3/30

2024-12-03 17:06:27.957126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 27s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:06:28.399053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 26s - loss: 4.5820e-07 - accuracy: 1.0000
2024-12-03 17:06:28.836840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 29s - loss: 0.7653 - accuracy: 0.9792    
2024-12-03 17:06:29.367728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 29s - loss: 0.5739 - accuracy: 0.9844
2024-12-03 17:06:29.906178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 29s - loss: 0.4841 - accuracy: 0.9812
2024-12-03 17:06:30.425924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 28s - loss: 0.4034 - accuracy: 0.9844
2024-12-03 17:06:30.893218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 27s - loss: 0.3458 - accuracy: 0.9866
2024-12-03 17:06:31.327465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 26s - loss: 0.3026 - accuracy: 0.9883
2024-12-03 17:06:31.762229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 25s - loss: 0.2690 - accuracy: 0.9896
2024-12-03 17:06:32.161605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 24s - loss: 0.2421 - accuracy: 0.9906
2024-12-03 17:06:32.632690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 24s - loss: 0.2201 - accuracy: 0.9915
2024-12-03 17:06:33.086943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 23s - loss: 0.2017 - accuracy: 0.9922
2024-12-03 17:06:33.538536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 23s - loss: 0.1862 - accuracy: 0.9928
2024-12-03 17:06:33.991275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 22s - loss: 0.1729 - accuracy: 0.9933
2024-12-03 17:06:34.436782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 22s - loss: 0.1614 - accuracy: 0.9937
2024-12-03 17:06:34.870339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 21s - loss: 0.1513 - accuracy: 0.9941
2024-12-03 17:06:35.338328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 21s - loss: 0.1424 - accuracy: 0.9945
2024-12-03 17:06:35.802705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 20s - loss: 0.1345 - accuracy: 0.9948
2024-12-03 17:06:36.252679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 20s - loss: 0.1274 - accuracy: 0.9951
2024-12-03 17:06:36.686871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 19s - loss: 0.1284 - accuracy: 0.9937
2024-12-03 17:06:37.150766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 19s - loss: 0.1223 - accuracy: 0.9940
2024-12-03 17:06:37.592010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 18s - loss: 0.1167 - accuracy: 0.9943
2024-12-03 17:06:38.023059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 18s - loss: 0.1116 - accuracy: 0.9946
2024-12-03 17:06:38.480388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 17s - loss: 0.1252 - accuracy: 0.9935
2024-12-03 17:06:38.934767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 17s - loss: 0.1202 - accuracy: 0.9937
2024-12-03 17:06:39.364394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 16s - loss: 0.1156 - accuracy: 0.9940
2024-12-03 17:06:39.796246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 16s - loss: 0.1113 - accuracy: 0.9942
2024-12-03 17:06:40.218172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 15s - loss: 0.1073 - accuracy: 0.9944
2024-12-03 17:06:40.618483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 15s - loss: 0.1036 - accuracy: 0.9946
2024-12-03 17:06:41.050172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 14s - loss: 0.1002 - accuracy: 0.9948
2024-12-03 17:06:41.467370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 14s - loss: 0.0970 - accuracy: 0.9950
2024-12-03 17:06:41.900095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 13s - loss: 0.0939 - accuracy: 0.9951
2024-12-03 17:06:42.303082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 13s - loss: 0.0911 - accuracy: 0.9953
2024-12-03 17:06:42.736895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 12s - loss: 0.0884 - accuracy: 0.9954
2024-12-03 17:06:43.186039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 12s - loss: 0.0880 - accuracy: 0.9946
2024-12-03 17:06:43.638768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 12s - loss: 0.0855 - accuracy: 0.9948
2024-12-03 17:06:44.071575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 11s - loss: 0.0832 - accuracy: 0.9949
2024-12-03 17:06:44.503489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 11s - loss: 0.0810 - accuracy: 0.9951
2024-12-03 17:06:44.950478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 10s - loss: 0.0790 - accuracy: 0.9952
2024-12-03 17:06:45.386435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 10s - loss: 0.0770 - accuracy: 0.9953
2024-12-03 17:06:45.816444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 9s - loss: 0.0751 - accuracy: 0.9954 
2024-12-03 17:06:46.258543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 9s - loss: 0.0745 - accuracy: 0.9948
2024-12-03 17:06:46.702411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 8s - loss: 0.0755 - accuracy: 0.9942
2024-12-03 17:06:47.127669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 8s - loss: 0.0738 - accuracy: 0.9943
2024-12-03 17:06:47.568190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 8s - loss: 0.0721 - accuracy: 0.9944
2024-12-03 17:06:48.000439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 7s - loss: 0.0706 - accuracy: 0.9946
2024-12-03 17:06:48.418774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 7s - loss: 0.0691 - accuracy: 0.9947
2024-12-03 17:06:48.845704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.0676 - accuracy: 0.9948
2024-12-03 17:06:49.271605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 6s - loss: 0.0663 - accuracy: 0.9949
2024-12-03 17:06:49.703183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0649 - accuracy: 0.9950
2024-12-03 17:06:50.152224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 5s - loss: 0.0637 - accuracy: 0.9951
2024-12-03 17:06:50.586824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0624 - accuracy: 0.9952
2024-12-03 17:06:51.029160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.0613 - accuracy: 0.9953
2024-12-03 17:06:51.460917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0601 - accuracy: 0.9954
2024-12-03 17:06:51.873971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0590 - accuracy: 0.9955
2024-12-03 17:06:52.283390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 3s - loss: 0.0580 - accuracy: 0.9955
2024-12-03 17:06:52.696111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0599 - accuracy: 0.9951
2024-12-03 17:06:53.095254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.0589 - accuracy: 0.9952
2024-12-03 17:06:53.523068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0579 - accuracy: 0.9952
2024-12-03 17:06:53.950771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0569 - accuracy: 0.9953
2024-12-03 17:06:54.382754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0560 - accuracy: 0.9954
2024-12-03 17:06:54.873617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0551 - accuracy: 0.9955
2024-12-03 17:06:55.355768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 38s 611ms/step - loss: 0.0547 - accuracy: 0.9955 - val_loss: 0.8156 - val_accuracy: 0.9820
Epoch 4/30

2024-12-03 17:07:06.305846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:06.729406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:07.172058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 27s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:07.653727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 28s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:08.155118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 27s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:08.637955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:09.073736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:09.500365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:09.911661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:10.323426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:10.747121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:11.152692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:11.577142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:11.997492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:12.426516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:12.849739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:13.278954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:13.712734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:14.106413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:14.512215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:15.004461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:15.493393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:15.957345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 17s - loss: 2.1218e-08 - accuracy: 1.0000
2024-12-03 17:07:16.420142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 17s - loss: 2.0334e-08 - accuracy: 1.0000
2024-12-03 17:07:16.876781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 16s - loss: 0.0041 - accuracy: 0.9987    
2024-12-03 17:07:17.320191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 16s - loss: 0.0040 - accuracy: 0.9988
2024-12-03 17:07:17.786603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 15s - loss: 0.0286 - accuracy: 0.9977
2024-12-03 17:07:18.205777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 15s - loss: 0.0276 - accuracy: 0.9978
2024-12-03 17:07:18.679886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 15s - loss: 0.0266 - accuracy: 0.9978
2024-12-03 17:07:19.150471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 14s - loss: 0.0258 - accuracy: 0.9979
2024-12-03 17:07:19.581092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 14s - loss: 0.0249 - accuracy: 0.9980
2024-12-03 17:07:20.013225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 13s - loss: 0.0241 - accuracy: 0.9980
2024-12-03 17:07:20.455423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 13s - loss: 0.0234 - accuracy: 0.9981
2024-12-03 17:07:20.881410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 12s - loss: 0.0227 - accuracy: 0.9982
2024-12-03 17:07:21.300374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 12s - loss: 0.0221 - accuracy: 0.9982
2024-12-03 17:07:21.713670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 11s - loss: 0.0215 - accuracy: 0.9983
2024-12-03 17:07:22.117398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 11s - loss: 0.0209 - accuracy: 0.9983
2024-12-03 17:07:22.500569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 10s - loss: 0.0204 - accuracy: 0.9984
2024-12-03 17:07:22.896989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 10s - loss: 0.0198 - accuracy: 0.9984
2024-12-03 17:07:23.314988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 10s - loss: 0.0194 - accuracy: 0.9984
2024-12-03 17:07:23.749758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 9s - loss: 0.0189 - accuracy: 0.9985 
2024-12-03 17:07:24.181881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 9s - loss: 0.0348 - accuracy: 0.9978
2024-12-03 17:07:24.599987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 8s - loss: 0.0340 - accuracy: 0.9978
2024-12-03 17:07:25.006573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 8s - loss: 0.0332 - accuracy: 0.9979
2024-12-03 17:07:25.411822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.0325 - accuracy: 0.9979
2024-12-03 17:07:25.821198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 7s - loss: 0.0318 - accuracy: 0.9980
2024-12-03 17:07:26.245100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0311 - accuracy: 0.9980
2024-12-03 17:07:26.619096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.0305 - accuracy: 0.9980
2024-12-03 17:07:27.021462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 6s - loss: 0.0298 - accuracy: 0.9981
2024-12-03 17:07:27.459912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0293 - accuracy: 0.9981
2024-12-03 17:07:27.885017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 5s - loss: 0.0287 - accuracy: 0.9982
2024-12-03 17:07:28.285825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0281 - accuracy: 0.9982
2024-12-03 17:07:28.738796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.0276 - accuracy: 0.9982
2024-12-03 17:07:29.179425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0275 - accuracy: 0.9983
2024-12-03 17:07:29.641340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0270 - accuracy: 0.9983
2024-12-03 17:07:30.096546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 3s - loss: 0.0265 - accuracy: 0.9983
2024-12-03 17:07:30.533780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0260 - accuracy: 0.9984
2024-12-03 17:07:30.956247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.0256 - accuracy: 0.9984
2024-12-03 17:07:31.342581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0251 - accuracy: 0.9984
2024-12-03 17:07:31.740202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0280 - accuracy: 0.9979
2024-12-03 17:07:32.133658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0276 - accuracy: 0.9980
2024-12-03 17:07:32.517032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0271 - accuracy: 0.9980
2024-12-03 17:07:32.922801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 37s 594ms/step - loss: 0.0269 - accuracy: 0.9980 - val_loss: 1.0593 - val_accuracy: 0.9830
Epoch 5/30

2024-12-03 17:07:43.549487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:43.974420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:44.352443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:44.784028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:45.216213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:45.666334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:07:46.135653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 24s - loss: 0.0277 - accuracy: 0.9955    
2024-12-03 17:07:46.563187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 23s - loss: 0.0242 - accuracy: 0.9961
2024-12-03 17:07:46.976357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 22s - loss: 0.0216 - accuracy: 0.9965
2024-12-03 17:07:47.361086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 22s - loss: 0.0194 - accuracy: 0.9969
2024-12-03 17:07:47.740144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 21s - loss: 0.0176 - accuracy: 0.9972
2024-12-03 17:07:48.124034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 21s - loss: 0.0162 - accuracy: 0.9974
2024-12-03 17:07:48.510880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 20s - loss: 0.0149 - accuracy: 0.9976
2024-12-03 17:07:48.925520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 20s - loss: 0.0139 - accuracy: 0.9978
2024-12-03 17:07:49.306390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 19s - loss: 0.0129 - accuracy: 0.9979
2024-12-03 17:07:49.691831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 19s - loss: 0.0121 - accuracy: 0.9980
2024-12-03 17:07:50.086654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 18s - loss: 0.0114 - accuracy: 0.9982
2024-12-03 17:07:50.489797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 18s - loss: 0.0108 - accuracy: 0.9983
2024-12-03 17:07:50.893421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 0.0102 - accuracy: 0.9984
2024-12-03 17:07:51.280143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 17s - loss: 0.0097 - accuracy: 0.9984
2024-12-03 17:07:51.658064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.0105 - accuracy: 0.9970
2024-12-03 17:07:52.032931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 16s - loss: 0.0100 - accuracy: 0.9972
2024-12-03 17:07:52.418243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 16s - loss: 0.0095 - accuracy: 0.9973
2024-12-03 17:07:52.790597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.0092 - accuracy: 0.9974
2024-12-03 17:07:53.200623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 15s - loss: 0.0109 - accuracy: 0.9962
2024-12-03 17:07:53.658165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 15s - loss: 0.0105 - accuracy: 0.9964
2024-12-03 17:07:54.128415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 14s - loss: 0.0101 - accuracy: 0.9965
2024-12-03 17:07:54.629097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 14s - loss: 0.0097 - accuracy: 0.9967
2024-12-03 17:07:55.107195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 14s - loss: 0.0094 - accuracy: 0.9968
2024-12-03 17:07:55.585370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 13s - loss: 0.0091 - accuracy: 0.9969
2024-12-03 17:07:56.038776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 13s - loss: 0.0088 - accuracy: 0.9970
2024-12-03 17:07:56.496176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.0085 - accuracy: 0.9971
2024-12-03 17:07:56.950224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 12s - loss: 0.0083 - accuracy: 0.9972
2024-12-03 17:07:57.398781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 12s - loss: 0.0080 - accuracy: 0.9972
2024-12-03 17:07:57.849731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 11s - loss: 0.0078 - accuracy: 0.9973
2024-12-03 17:07:58.298357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 11s - loss: 0.0076 - accuracy: 0.9974
2024-12-03 17:07:58.725763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.0074 - accuracy: 0.9975
2024-12-03 17:07:59.158784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 10s - loss: 0.0072 - accuracy: 0.9975
2024-12-03 17:07:59.618360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 10s - loss: 0.0070 - accuracy: 0.9976
2024-12-03 17:08:00.090309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 9s - loss: 0.0068 - accuracy: 0.9977 
2024-12-03 17:08:00.560712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 9s - loss: 0.0067 - accuracy: 0.9977
2024-12-03 17:08:01.027749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0065 - accuracy: 0.9978
2024-12-03 17:08:01.471142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 8s - loss: 0.0063 - accuracy: 0.9978
2024-12-03 17:08:01.927874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 8s - loss: 0.0062 - accuracy: 0.9979
2024-12-03 17:08:02.376767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.0061 - accuracy: 0.9979
2024-12-03 17:08:02.788289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 7s - loss: 0.0059 - accuracy: 0.9980
2024-12-03 17:08:03.193136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0058 - accuracy: 0.9980
2024-12-03 17:08:03.571613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.0057 - accuracy: 0.9980
2024-12-03 17:08:03.930479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0056 - accuracy: 0.9981
2024-12-03 17:08:04.294176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0055 - accuracy: 0.9981
2024-12-03 17:08:04.680564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 5s - loss: 0.0054 - accuracy: 0.9982
2024-12-03 17:08:05.075975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0052 - accuracy: 0.9982
2024-12-03 17:08:05.464310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.0051 - accuracy: 0.9982
2024-12-03 17:08:05.863142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0051 - accuracy: 0.9983
2024-12-03 17:08:06.258671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0094 - accuracy: 0.9977
2024-12-03 17:08:06.641271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0092 - accuracy: 0.9978
2024-12-03 17:08:07.028258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0090 - accuracy: 0.9978
2024-12-03 17:08:07.405306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.0089 - accuracy: 0.9978
2024-12-03 17:08:07.777865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0087 - accuracy: 0.9979
2024-12-03 17:08:08.187243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0086 - accuracy: 0.9979
2024-12-03 17:08:08.577399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0084 - accuracy: 0.9980
2024-12-03 17:08:08.996646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0165 - accuracy: 0.9975
2024-12-03 17:08:09.420946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 36s 578ms/step - loss: 0.0164 - accuracy: 0.9975 - val_loss: 1.0028 - val_accuracy: 0.9770
Epoch 6/30

2024-12-03 17:08:19.829835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:20.260196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:20.661863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:21.098532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:21.532501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:21.944260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:22.346358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:22.725166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:23.093002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:08:23.452726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0806 - accuracy: 0.9969    
2024-12-03 17:08:23.825271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.0733 - accuracy: 0.9972
2024-12-03 17:08:24.204707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0672 - accuracy: 0.9974
2024-12-03 17:08:24.614100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0620 - accuracy: 0.9976
2024-12-03 17:08:24.973617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 0.0576 - accuracy: 0.9978
2024-12-03 17:08:25.361037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0537 - accuracy: 0.9979
2024-12-03 17:08:25.756980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.0504 - accuracy: 0.9980
2024-12-03 17:08:26.156083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 18s - loss: 0.0580 - accuracy: 0.9963
2024-12-03 17:08:26.556190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.0547 - accuracy: 0.9965
2024-12-03 17:08:26.940365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 0.0519 - accuracy: 0.9967
2024-12-03 17:08:27.312734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0493 - accuracy: 0.9969
2024-12-03 17:08:27.694124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.0469 - accuracy: 0.9970
2024-12-03 17:08:28.070252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0448 - accuracy: 0.9972
2024-12-03 17:08:28.440274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0428 - accuracy: 0.9973
2024-12-03 17:08:28.820713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.0411 - accuracy: 0.9974
2024-12-03 17:08:29.202949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0394 - accuracy: 0.9975
2024-12-03 17:08:29.588324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.0379 - accuracy: 0.9976
2024-12-03 17:08:29.947930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0365 - accuracy: 0.9977
2024-12-03 17:08:30.323958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0352 - accuracy: 0.9978
2024-12-03 17:08:30.710521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.0340 - accuracy: 0.9978
2024-12-03 17:08:31.108562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0328 - accuracy: 0.9979
2024-12-03 17:08:31.493049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0318 - accuracy: 0.9980
2024-12-03 17:08:31.877999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0819 - accuracy: 0.9971
2024-12-03 17:08:32.248445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0795 - accuracy: 0.9972
2024-12-03 17:08:32.626253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.0771 - accuracy: 0.9972
2024-12-03 17:08:33.006313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0749 - accuracy: 0.9973
2024-12-03 17:08:33.384450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0728 - accuracy: 0.9974
2024-12-03 17:08:33.773153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.0709 - accuracy: 0.9975
2024-12-03 17:08:34.140277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0690 - accuracy: 0.9975 
2024-12-03 17:08:34.519855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0672 - accuracy: 0.9976
2024-12-03 17:08:34.895015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0656 - accuracy: 0.9977
2024-12-03 17:08:35.233129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0659 - accuracy: 0.9970
2024-12-03 17:08:35.614727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0643 - accuracy: 0.9970
2024-12-03 17:08:36.035237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0628 - accuracy: 0.9971
2024-12-03 17:08:36.439490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0614 - accuracy: 0.9972
2024-12-03 17:08:36.827719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0600 - accuracy: 0.9972
2024-12-03 17:08:37.221045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0587 - accuracy: 0.9973
2024-12-03 17:08:37.604282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0575 - accuracy: 0.9973
2024-12-03 17:08:37.972804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0563 - accuracy: 0.9974
2024-12-03 17:08:38.353439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0551 - accuracy: 0.9974
2024-12-03 17:08:38.724309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0540 - accuracy: 0.9975
2024-12-03 17:08:39.092093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0530 - accuracy: 0.9975
2024-12-03 17:08:39.463504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0520 - accuracy: 0.9976
2024-12-03 17:08:39.837575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0510 - accuracy: 0.9976
2024-12-03 17:08:40.225595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0500 - accuracy: 0.9977
2024-12-03 17:08:40.609125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0491 - accuracy: 0.9977
2024-12-03 17:08:41.017267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0483 - accuracy: 0.9978
2024-12-03 17:08:41.420178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0474 - accuracy: 0.9978
2024-12-03 17:08:41.805365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0466 - accuracy: 0.9978
2024-12-03 17:08:42.177702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0458 - accuracy: 0.9979
2024-12-03 17:08:42.549193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0450 - accuracy: 0.9979
2024-12-03 17:08:42.923780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0443 - accuracy: 0.9980
2024-12-03 17:08:43.285397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0436 - accuracy: 0.9980
2024-12-03 17:08:43.667570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 538ms/step - loss: 0.0432 - accuracy: 0.9980 - val_loss: 0.9800 - val_accuracy: 0.9780
Epoch 7/30

2024-12-03 17:08:53.608618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 25s - loss: 0.7364 - accuracy: 0.9688
2024-12-03 17:08:54.025562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 24s - loss: 0.3682 - accuracy: 0.9844
2024-12-03 17:08:54.417150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 0.2455 - accuracy: 0.9896
2024-12-03 17:08:54.830530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 24s - loss: 0.1841 - accuracy: 0.9922
2024-12-03 17:08:55.260657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 23s - loss: 0.1473 - accuracy: 0.9937
2024-12-03 17:08:55.665173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 23s - loss: 0.1227 - accuracy: 0.9948
2024-12-03 17:08:56.054819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.1052 - accuracy: 0.9955
2024-12-03 17:08:56.443478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.0921 - accuracy: 0.9961
2024-12-03 17:08:56.821698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.0818 - accuracy: 0.9965
2024-12-03 17:08:57.193221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0736 - accuracy: 0.9969
2024-12-03 17:08:57.558308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.0669 - accuracy: 0.9972
2024-12-03 17:08:57.925001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0614 - accuracy: 0.9974
2024-12-03 17:08:58.290354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0717 - accuracy: 0.9952
2024-12-03 17:08:58.660680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0666 - accuracy: 0.9955
2024-12-03 17:08:59.045161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0622 - accuracy: 0.9958
2024-12-03 17:08:59.418634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.0583 - accuracy: 0.9961
2024-12-03 17:08:59.812664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0549 - accuracy: 0.9963
2024-12-03 17:09:00.209810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.0518 - accuracy: 0.9965
2024-12-03 17:09:00.596079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0491 - accuracy: 0.9967
2024-12-03 17:09:00.970355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0466 - accuracy: 0.9969
2024-12-03 17:09:01.354017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.0444 - accuracy: 0.9970
2024-12-03 17:09:01.726502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0424 - accuracy: 0.9972
2024-12-03 17:09:02.092066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0407 - accuracy: 0.9973
2024-12-03 17:09:02.473907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0390 - accuracy: 0.9974
2024-12-03 17:09:02.841888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0575 - accuracy: 0.9962
2024-12-03 17:09:03.212914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.0553 - accuracy: 0.9964
2024-12-03 17:09:03.595791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0532 - accuracy: 0.9965
2024-12-03 17:09:03.990407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0513 - accuracy: 0.9967
2024-12-03 17:09:04.373147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.0495 - accuracy: 0.9968
2024-12-03 17:09:04.777341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0479 - accuracy: 0.9969
2024-12-03 17:09:05.163843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0464 - accuracy: 0.9970
2024-12-03 17:09:05.540296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0449 - accuracy: 0.9971
2024-12-03 17:09:05.920886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0435 - accuracy: 0.9972
2024-12-03 17:09:06.287775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.0423 - accuracy: 0.9972
2024-12-03 17:09:06.657409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0423 - accuracy: 0.9964
2024-12-03 17:09:07.034480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0411 - accuracy: 0.9965
2024-12-03 17:09:07.419090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0400 - accuracy: 0.9966 
2024-12-03 17:09:07.807383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0389 - accuracy: 0.9967
2024-12-03 17:09:08.188265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0379 - accuracy: 0.9968
2024-12-03 17:09:08.581936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0370 - accuracy: 0.9969
2024-12-03 17:09:08.960861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0361 - accuracy: 0.9970
2024-12-03 17:09:09.345734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0352 - accuracy: 0.9970
2024-12-03 17:09:09.724281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0344 - accuracy: 0.9971
2024-12-03 17:09:10.109003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0336 - accuracy: 0.9972
2024-12-03 17:09:10.479266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0329 - accuracy: 0.9972
2024-12-03 17:09:10.859850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0322 - accuracy: 0.9973
2024-12-03 17:09:11.245093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0441 - accuracy: 0.9967
2024-12-03 17:09:11.622999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0432 - accuracy: 0.9967
2024-12-03 17:09:12.004473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0423 - accuracy: 0.9968
2024-12-03 17:09:12.371291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0464 - accuracy: 0.9962
2024-12-03 17:09:12.748753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0455 - accuracy: 0.9963
2024-12-03 17:09:13.143281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0446 - accuracy: 0.9964
2024-12-03 17:09:13.530890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0437 - accuracy: 0.9965
2024-12-03 17:09:13.920985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0429 - accuracy: 0.9965
2024-12-03 17:09:14.304459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0422 - accuracy: 0.9966
2024-12-03 17:09:14.676810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0414 - accuracy: 0.9967
2024-12-03 17:09:15.056973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0407 - accuracy: 0.9967
2024-12-03 17:09:15.427829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0400 - accuracy: 0.9968
2024-12-03 17:09:15.805697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0393 - accuracy: 0.9968
2024-12-03 17:09:16.190851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0386 - accuracy: 0.9969
2024-12-03 17:09:16.563132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0380 - accuracy: 0.9969
2024-12-03 17:09:16.917374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0374 - accuracy: 0.9970
2024-12-03 17:09:17.284925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 538ms/step - loss: 0.0371 - accuracy: 0.9970 - val_loss: 1.0098 - val_accuracy: 0.9780
Epoch 8/30

2024-12-03 17:09:27.405545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:09:27.841368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:09:28.263552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 25s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-03 17:09:28.699079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 25s - loss: 0.0287 - accuracy: 0.9922    
2024-12-03 17:09:29.132222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 24s - loss: 0.0230 - accuracy: 0.9937
2024-12-03 17:09:29.539939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 23s - loss: 0.0191 - accuracy: 0.9948
2024-12-03 17:09:29.942709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 23s - loss: 0.0164 - accuracy: 0.9955
2024-12-03 17:09:30.310399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 22s - loss: 0.0144 - accuracy: 0.9961
2024-12-03 17:09:30.676749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.0128 - accuracy: 0.9965
2024-12-03 17:09:31.051360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 21s - loss: 0.0115 - accuracy: 0.9969
2024-12-03 17:09:31.425015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.0106 - accuracy: 0.9972
2024-12-03 17:09:31.801616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 20s - loss: 0.0098 - accuracy: 0.9974
2024-12-03 17:09:32.183583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0090 - accuracy: 0.9976
2024-12-03 17:09:32.588027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 0.0084 - accuracy: 0.9978
2024-12-03 17:09:32.968118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0078 - accuracy: 0.9979
2024-12-03 17:09:33.366740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.0073 - accuracy: 0.9980
2024-12-03 17:09:33.760817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 18s - loss: 0.0069 - accuracy: 0.9982
2024-12-03 17:09:34.140627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.0065 - accuracy: 0.9983
2024-12-03 17:09:34.526874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 17s - loss: 0.0062 - accuracy: 0.9984
2024-12-03 17:09:34.918729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0059 - accuracy: 0.9984
2024-12-03 17:09:35.300224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.0056 - accuracy: 0.9985
2024-12-03 17:09:35.674734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 16s - loss: 0.0053 - accuracy: 0.9986
2024-12-03 17:09:36.041090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0051 - accuracy: 0.9986
2024-12-03 17:09:36.406821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 15s - loss: 0.0049 - accuracy: 0.9987
2024-12-03 17:09:36.777653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0047 - accuracy: 0.9987
2024-12-03 17:09:37.181727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.0045 - accuracy: 0.9988
2024-12-03 17:09:37.576858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 14s - loss: 0.0043 - accuracy: 0.9988
2024-12-03 17:09:37.971309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0042 - accuracy: 0.9989
2024-12-03 17:09:38.374532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 13s - loss: 0.0040 - accuracy: 0.9989
2024-12-03 17:09:38.756035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0039 - accuracy: 0.9990
2024-12-03 17:09:39.139879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0038 - accuracy: 0.9990
2024-12-03 17:09:39.510792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 12s - loss: 0.0037 - accuracy: 0.9990
2024-12-03 17:09:39.887051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0035 - accuracy: 0.9991
2024-12-03 17:09:40.251254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.0035 - accuracy: 0.9991
2024-12-03 17:09:40.620949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0034 - accuracy: 0.9991
2024-12-03 17:09:40.991726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0056 - accuracy: 0.9983
2024-12-03 17:09:41.387838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 10s - loss: 0.0055 - accuracy: 0.9983
2024-12-03 17:09:41.774958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0053 - accuracy: 0.9984 
2024-12-03 17:09:42.163533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0052 - accuracy: 0.9984
2024-12-03 17:09:42.561061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0051 - accuracy: 0.9984
2024-12-03 17:09:42.959167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0050 - accuracy: 0.9985
2024-12-03 17:09:43.332591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0048 - accuracy: 0.9985
2024-12-03 17:09:43.700889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0047 - accuracy: 0.9985
2024-12-03 17:09:44.085385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0046 - accuracy: 0.9986
2024-12-03 17:09:44.453311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0045 - accuracy: 0.9986
2024-12-03 17:09:44.819839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0044 - accuracy: 0.9986
2024-12-03 17:09:45.229428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0248 - accuracy: 0.9980
2024-12-03 17:09:45.588039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0243 - accuracy: 0.9980
2024-12-03 17:09:45.960660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0238 - accuracy: 0.9981
2024-12-03 17:09:46.342006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0234 - accuracy: 0.9981
2024-12-03 17:09:46.730191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0229 - accuracy: 0.9982
2024-12-03 17:09:47.124442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0225 - accuracy: 0.9982
2024-12-03 17:09:47.505867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0220 - accuracy: 0.9982
2024-12-03 17:09:47.887152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0216 - accuracy: 0.9983
2024-12-03 17:09:48.269120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0351 - accuracy: 0.9977
2024-12-03 17:09:48.641825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0345 - accuracy: 0.9978
2024-12-03 17:09:48.999808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0339 - accuracy: 0.9978
2024-12-03 17:09:49.352325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0333 - accuracy: 0.9978
2024-12-03 17:09:49.705804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0328 - accuracy: 0.9979
2024-12-03 17:09:50.094416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0322 - accuracy: 0.9979
2024-12-03 17:09:50.493250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0317 - accuracy: 0.9980
2024-12-03 17:09:50.878419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0309 - accuracy: 0.9980
2024-12-03 17:09:51.255044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 535ms/step - loss: 0.0309 - accuracy: 0.9980 - val_loss: 1.0198 - val_accuracy: 0.9820
Epoch 9/30

2024-12-03 17:10:01.009539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:01.408309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:01.790647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:02.184837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:02.596350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:02.994628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:03.392492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:03.771363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:04.140703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:04.503178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:04.855184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:05.211118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:05.542086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:05.906395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:06.294090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:06.678687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:07.059959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:07.435302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.0442 - accuracy: 0.9983    
2024-12-03 17:10:07.808310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0419 - accuracy: 0.9984
2024-12-03 17:10:08.180906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0398 - accuracy: 0.9984
2024-12-03 17:10:08.535496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0379 - accuracy: 0.9985
2024-12-03 17:10:08.898454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0362 - accuracy: 0.9986
2024-12-03 17:10:09.256279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.0346 - accuracy: 0.9986
2024-12-03 17:10:09.599788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0332 - accuracy: 0.9987
2024-12-03 17:10:09.967089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0319 - accuracy: 0.9987
2024-12-03 17:10:10.361400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0306 - accuracy: 0.9988
2024-12-03 17:10:10.744639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0295 - accuracy: 0.9988
2024-12-03 17:10:11.140691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0284 - accuracy: 0.9989
2024-12-03 17:10:11.548000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0275 - accuracy: 0.9989
2024-12-03 17:10:11.940636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0265 - accuracy: 0.9990
2024-12-03 17:10:12.339162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0257 - accuracy: 0.9990
2024-12-03 17:10:12.724942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0249 - accuracy: 0.9990
2024-12-03 17:10:13.094180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0241 - accuracy: 0.9991
2024-12-03 17:10:13.486872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0234 - accuracy: 0.9991
2024-12-03 17:10:13.879606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0228 - accuracy: 0.9991
2024-12-03 17:10:14.253073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0247 - accuracy: 0.9983
2024-12-03 17:10:14.618365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0240 - accuracy: 0.9983 
2024-12-03 17:10:14.977238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0234 - accuracy: 0.9984
2024-12-03 17:10:15.337093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0228 - accuracy: 0.9984
2024-12-03 17:10:15.691395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0222 - accuracy: 0.9984
2024-12-03 17:10:16.058602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0278 - accuracy: 0.9977
2024-12-03 17:10:16.420627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0272 - accuracy: 0.9978
2024-12-03 17:10:16.788658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0265 - accuracy: 0.9978
2024-12-03 17:10:17.161983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0259 - accuracy: 0.9979
2024-12-03 17:10:17.552762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0291 - accuracy: 0.9972
2024-12-03 17:10:17.942822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0285 - accuracy: 0.9973
2024-12-03 17:10:18.320938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0279 - accuracy: 0.9973
2024-12-03 17:10:18.686026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0273 - accuracy: 0.9974
2024-12-03 17:10:19.055021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0268 - accuracy: 0.9974
2024-12-03 17:10:19.419521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0262 - accuracy: 0.9975
2024-12-03 17:10:19.783859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0257 - accuracy: 0.9975
2024-12-03 17:10:20.150806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0252 - accuracy: 0.9976
2024-12-03 17:10:20.504047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0247 - accuracy: 0.9976
2024-12-03 17:10:20.859099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0243 - accuracy: 0.9977
2024-12-03 17:10:21.244418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0238 - accuracy: 0.9977
2024-12-03 17:10:21.760076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0234 - accuracy: 0.9978
2024-12-03 17:10:22.143725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0230 - accuracy: 0.9978
2024-12-03 17:10:22.540841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0226 - accuracy: 0.9978
2024-12-03 17:10:22.929559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0222 - accuracy: 0.9979
2024-12-03 17:10:23.309988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0263 - accuracy: 0.9974
2024-12-03 17:10:23.684638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0258 - accuracy: 0.9974
2024-12-03 17:10:24.055823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0252 - accuracy: 0.9975
2024-12-03 17:10:24.412922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 33s 531ms/step - loss: 0.0252 - accuracy: 0.9975 - val_loss: 1.4855 - val_accuracy: 0.9750
Epoch 10/30

2024-12-03 17:10:34.336564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:34.737565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:35.091187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:35.468350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:35.870697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:10:36.285253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 0.0501 - accuracy: 0.9948    
2024-12-03 17:10:36.696606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.0430 - accuracy: 0.9955
2024-12-03 17:10:37.099166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 0.0376 - accuracy: 0.9961
2024-12-03 17:10:37.496883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 21s - loss: 0.0334 - accuracy: 0.9965
2024-12-03 17:10:37.872529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0302 - accuracy: 0.9969
2024-12-03 17:10:38.238551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 20s - loss: 0.0274 - accuracy: 0.9972
2024-12-03 17:10:38.621486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0251 - accuracy: 0.9974
2024-12-03 17:10:38.984902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0232 - accuracy: 0.9976
2024-12-03 17:10:39.357193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0216 - accuracy: 0.9978
2024-12-03 17:10:39.738212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0201 - accuracy: 0.9979
2024-12-03 17:10:40.114621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 18s - loss: 0.0189 - accuracy: 0.9980
2024-12-03 17:10:40.495827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0177 - accuracy: 0.9982
2024-12-03 17:10:40.878742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.0168 - accuracy: 0.9983
2024-12-03 17:10:41.256989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0159 - accuracy: 0.9984
2024-12-03 17:10:41.628328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0151 - accuracy: 0.9984
2024-12-03 17:10:42.010028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 16s - loss: 0.0144 - accuracy: 0.9985
2024-12-03 17:10:42.385715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0137 - accuracy: 0.9986
2024-12-03 17:10:42.761216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0131 - accuracy: 0.9986
2024-12-03 17:10:43.163921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0126 - accuracy: 0.9987
2024-12-03 17:10:43.539789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0121 - accuracy: 0.9987
2024-12-03 17:10:43.924207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 14s - loss: 0.0116 - accuracy: 0.9988
2024-12-03 17:10:44.305900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0112 - accuracy: 0.9988
2024-12-03 17:10:44.678198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0206 - accuracy: 0.9978
2024-12-03 17:10:45.055243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0199 - accuracy: 0.9978
2024-12-03 17:10:45.431917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0208 - accuracy: 0.9969
2024-12-03 17:10:45.807594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0202 - accuracy: 0.9970
2024-12-03 17:10:46.170216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0195 - accuracy: 0.9971
2024-12-03 17:10:46.552094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0189 - accuracy: 0.9972
2024-12-03 17:10:46.943618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 11s - loss: 0.0184 - accuracy: 0.9972
2024-12-03 17:10:47.323760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0179 - accuracy: 0.9973
2024-12-03 17:10:47.708600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0174 - accuracy: 0.9974
2024-12-03 17:10:48.087147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0169 - accuracy: 0.9975 
2024-12-03 17:10:48.453431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0164 - accuracy: 0.9975
2024-12-03 17:10:48.865713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0160 - accuracy: 0.9976
2024-12-03 17:10:49.218836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0156 - accuracy: 0.9977
2024-12-03 17:10:49.608007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0152 - accuracy: 0.9977
2024-12-03 17:10:50.005438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0149 - accuracy: 0.9978
2024-12-03 17:10:50.397451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0145 - accuracy: 0.9978
2024-12-03 17:10:50.786970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0142 - accuracy: 0.9979
2024-12-03 17:10:51.174488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0139 - accuracy: 0.9979
2024-12-03 17:10:51.555819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0265 - accuracy: 0.9973
2024-12-03 17:10:51.934820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0465 - accuracy: 0.9967
2024-12-03 17:10:52.304834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0456 - accuracy: 0.9967
2024-12-03 17:10:52.675908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0446 - accuracy: 0.9968
2024-12-03 17:10:53.042507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0437 - accuracy: 0.9969
2024-12-03 17:10:53.409776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0429 - accuracy: 0.9969
2024-12-03 17:10:53.831787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0421 - accuracy: 0.9970
2024-12-03 17:10:54.188281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0413 - accuracy: 0.9971
2024-12-03 17:10:54.571045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0405 - accuracy: 0.9971
2024-12-03 17:10:54.970586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0398 - accuracy: 0.9972
2024-12-03 17:10:55.357532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0390 - accuracy: 0.9972
2024-12-03 17:10:55.741594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0384 - accuracy: 0.9973
2024-12-03 17:10:56.109523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0377 - accuracy: 0.9973
2024-12-03 17:10:56.484293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0371 - accuracy: 0.9974
2024-12-03 17:10:56.848211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0364 - accuracy: 0.9974
2024-12-03 17:10:57.211960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0383 - accuracy: 0.9969
2024-12-03 17:10:57.600733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0373 - accuracy: 0.9970
2024-12-03 17:10:57.975013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 33s 531ms/step - loss: 0.0373 - accuracy: 0.9970 - val_loss: 0.8985 - val_accuracy: 0.9840
Epoch 11/30

2024-12-03 17:11:07.629914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:08.053102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:08.448577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:08.868206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:09.279414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:09.677299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 22s - loss: 7.9504e-05 - accuracy: 1.0000
2024-12-03 17:11:10.058105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 22s - loss: 0.0011 - accuracy: 1.0000    
2024-12-03 17:11:10.426142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 21s - loss: 9.3123e-04 - accuracy: 1.0000
2024-12-03 17:11:10.795207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 8.2776e-04 - accuracy: 1.0000
2024-12-03 17:11:11.155330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0104 - accuracy: 0.9969    
2024-12-03 17:11:11.519842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0094 - accuracy: 0.9972
2024-12-03 17:11:11.875913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0086 - accuracy: 0.9974
2024-12-03 17:11:12.256664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 0.0080 - accuracy: 0.9976
2024-12-03 17:11:12.632639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0074 - accuracy: 0.9978
2024-12-03 17:11:13.010049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 0.0069 - accuracy: 0.9979
2024-12-03 17:11:13.394032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0065 - accuracy: 0.9980
2024-12-03 17:11:13.777213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0093 - accuracy: 0.9963
2024-12-03 17:11:14.162310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 17s - loss: 0.0087 - accuracy: 0.9965
2024-12-03 17:11:14.536146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0083 - accuracy: 0.9967
2024-12-03 17:11:14.900179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 16s - loss: 0.0079 - accuracy: 0.9969
2024-12-03 17:11:15.268862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0075 - accuracy: 0.9970
2024-12-03 17:11:15.632276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0072 - accuracy: 0.9972
2024-12-03 17:11:16.007286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 15s - loss: 0.0068 - accuracy: 0.9973
2024-12-03 17:11:16.360840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0066 - accuracy: 0.9974
2024-12-03 17:11:16.717414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0063 - accuracy: 0.9975
2024-12-03 17:11:17.104262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0061 - accuracy: 0.9976
2024-12-03 17:11:17.493563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0058 - accuracy: 0.9977
2024-12-03 17:11:17.875852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 13s - loss: 0.0056 - accuracy: 0.9978
2024-12-03 17:11:18.248072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0054 - accuracy: 0.9978
2024-12-03 17:11:18.619055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0052 - accuracy: 0.9979
2024-12-03 17:11:18.987916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 12s - loss: 0.0051 - accuracy: 0.9980
2024-12-03 17:11:19.359321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0049 - accuracy: 0.9980
2024-12-03 17:11:19.715405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0048 - accuracy: 0.9981
2024-12-03 17:11:20.075293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0046 - accuracy: 0.9982
2024-12-03 17:11:20.453688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0045 - accuracy: 0.9982
2024-12-03 17:11:20.845924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 10s - loss: 0.0044 - accuracy: 0.9983
2024-12-03 17:11:21.220092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0043 - accuracy: 0.9983 
2024-12-03 17:11:21.583037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0041 - accuracy: 0.9984
2024-12-03 17:11:21.950851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 9s - loss: 0.0040 - accuracy: 0.9984
2024-12-03 17:11:22.320123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0039 - accuracy: 0.9984
2024-12-03 17:11:22.685280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0038 - accuracy: 0.9985
2024-12-03 17:11:23.043419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0037 - accuracy: 0.9985
2024-12-03 17:11:23.433855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0037 - accuracy: 0.9985
2024-12-03 17:11:23.790285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0036 - accuracy: 0.9986
2024-12-03 17:11:24.159429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0035 - accuracy: 0.9986
2024-12-03 17:11:24.535551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0034 - accuracy: 0.9986
2024-12-03 17:11:24.918798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0033 - accuracy: 0.9987
2024-12-03 17:11:25.291916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0033 - accuracy: 0.9987
2024-12-03 17:11:25.656018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0032 - accuracy: 0.9987
2024-12-03 17:11:26.023363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0031 - accuracy: 0.9987
2024-12-03 17:11:26.380186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0031 - accuracy: 0.9988
2024-12-03 17:11:26.749638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0030 - accuracy: 0.9988
2024-12-03 17:11:27.119183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0030 - accuracy: 0.9988
2024-12-03 17:11:27.499856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0029 - accuracy: 0.9988
2024-12-03 17:11:27.872549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0029 - accuracy: 0.9989
2024-12-03 17:11:28.240266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0028 - accuracy: 0.9989
2024-12-03 17:11:28.603933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0028 - accuracy: 0.9989
2024-12-03 17:11:28.968240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0027 - accuracy: 0.9989
2024-12-03 17:11:29.342689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0027 - accuracy: 0.9989
2024-12-03 17:11:29.708217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0026 - accuracy: 0.9990
2024-12-03 17:11:30.063027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0026 - accuracy: 0.9990
2024-12-03 17:11:30.414797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0025 - accuracy: 0.9990
2024-12-03 17:11:30.797208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 33s 521ms/step - loss: 0.0025 - accuracy: 0.9990 - val_loss: 1.0361 - val_accuracy: 0.9800
Epoch 12/30

2024-12-03 17:11:40.351150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:40.753830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:41.126481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:41.507695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:41.892847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:42.288151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:11:42.676863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0019 - accuracy: 1.0000    
2024-12-03 17:11:43.036614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0017 - accuracy: 1.0000
2024-12-03 17:11:43.407895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0015 - accuracy: 1.0000
2024-12-03 17:11:43.765340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.0013 - accuracy: 1.0000
2024-12-03 17:11:44.121830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0012 - accuracy: 1.0000
2024-12-03 17:11:44.502740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 19s - loss: 0.0643 - accuracy: 0.9974
2024-12-03 17:11:44.859041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.0593 - accuracy: 0.9976
2024-12-03 17:11:45.224775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.0551 - accuracy: 0.9978
2024-12-03 17:11:45.584984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.0514 - accuracy: 0.9979
2024-12-03 17:11:45.957632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0482 - accuracy: 0.9980
2024-12-03 17:11:46.322915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 0.0454 - accuracy: 0.9982
2024-12-03 17:11:46.688460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.0429 - accuracy: 0.9983
2024-12-03 17:11:47.055052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0406 - accuracy: 0.9984
2024-12-03 17:11:47.417184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.0386 - accuracy: 0.9984
2024-12-03 17:11:47.775176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0367 - accuracy: 0.9985
2024-12-03 17:11:48.134579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0351 - accuracy: 0.9986
2024-12-03 17:11:48.501394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.0335 - accuracy: 0.9986
2024-12-03 17:11:48.874724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0322 - accuracy: 0.9987
2024-12-03 17:11:49.243979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 14s - loss: 0.0309 - accuracy: 0.9987
2024-12-03 17:11:49.602815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0297 - accuracy: 0.9988
2024-12-03 17:11:49.968666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0286 - accuracy: 0.9988
2024-12-03 17:11:50.334406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0276 - accuracy: 0.9989
2024-12-03 17:11:50.698094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0266 - accuracy: 0.9989
2024-12-03 17:11:51.043145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0257 - accuracy: 0.9990
2024-12-03 17:11:51.387183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0249 - accuracy: 0.9990
2024-12-03 17:11:51.751711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0241 - accuracy: 0.9990
2024-12-03 17:11:52.134765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0234 - accuracy: 0.9991
2024-12-03 17:11:52.505868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0227 - accuracy: 0.9991
2024-12-03 17:11:52.866674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0221 - accuracy: 0.9991
2024-12-03 17:11:53.225621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0214 - accuracy: 0.9991 
2024-12-03 17:11:53.583129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0209 - accuracy: 0.9992
2024-12-03 17:11:53.939501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0536 - accuracy: 0.9984
2024-12-03 17:11:54.297881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0522 - accuracy: 0.9984
2024-12-03 17:11:54.682814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0509 - accuracy: 0.9984
2024-12-03 17:11:55.055023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0553 - accuracy: 0.9977
2024-12-03 17:11:55.434939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0540 - accuracy: 0.9978
2024-12-03 17:11:55.792314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0527 - accuracy: 0.9978
2024-12-03 17:11:56.148381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0515 - accuracy: 0.9979
2024-12-03 17:11:56.515442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0504 - accuracy: 0.9979
2024-12-03 17:11:56.872068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0493 - accuracy: 0.9980
2024-12-03 17:11:57.235846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0482 - accuracy: 0.9980
2024-12-03 17:11:57.585792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0472 - accuracy: 0.9980
2024-12-03 17:11:57.938663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0462 - accuracy: 0.9981
2024-12-03 17:11:58.310542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0453 - accuracy: 0.9981
2024-12-03 17:11:58.688640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0444 - accuracy: 0.9982
2024-12-03 17:11:59.053584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0436 - accuracy: 0.9982
2024-12-03 17:11:59.424550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0428 - accuracy: 0.9982
2024-12-03 17:11:59.782314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0420 - accuracy: 0.9983
2024-12-03 17:12:00.139452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0412 - accuracy: 0.9983
2024-12-03 17:12:00.493859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0405 - accuracy: 0.9983
2024-12-03 17:12:00.880147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0398 - accuracy: 0.9984
2024-12-03 17:12:01.235098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0391 - accuracy: 0.9984
2024-12-03 17:12:01.600082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0384 - accuracy: 0.9984
2024-12-03 17:12:01.956715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0386 - accuracy: 0.9979
2024-12-03 17:12:02.314833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0379 - accuracy: 0.9980
2024-12-03 17:12:02.685791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0370 - accuracy: 0.9980
2024-12-03 17:12:03.036279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 509ms/step - loss: 0.0370 - accuracy: 0.9980 - val_loss: 0.8838 - val_accuracy: 0.9800
Epoch 13/30

2024-12-03 17:12:12.326697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:12.720210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:13.086319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:13.468095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:13.844991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:14.221589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:14.585981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 2.9270e-08 - accuracy: 1.0000
2024-12-03 17:12:14.952213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 2.5611e-08 - accuracy: 1.0000
2024-12-03 17:12:15.306494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 2.2766e-08 - accuracy: 1.0000
2024-12-03 17:12:15.655934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 2.0489e-08 - accuracy: 1.0000
2024-12-03 17:12:16.002921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 1.8626e-08 - accuracy: 1.0000
2024-12-03 17:12:16.354173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 1.7074e-08 - accuracy: 1.0000
2024-12-03 17:12:16.721074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 8.9472e-04 - accuracy: 1.0000
2024-12-03 17:12:17.089050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 8.3081e-04 - accuracy: 1.0000
2024-12-03 17:12:17.462095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 7.7542e-04 - accuracy: 1.0000
2024-12-03 17:12:17.818479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 7.2696e-04 - accuracy: 1.0000
2024-12-03 17:12:18.173493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 6.8420e-04 - accuracy: 1.0000
2024-12-03 17:12:18.534422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 6.4618e-04 - accuracy: 1.0000
2024-12-03 17:12:18.886282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0397 - accuracy: 0.9984    
2024-12-03 17:12:19.240971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.0377 - accuracy: 0.9984
2024-12-03 17:12:19.597001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0359 - accuracy: 0.9985
2024-12-03 17:12:19.948068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0342 - accuracy: 0.9986
2024-12-03 17:12:20.322879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.0328 - accuracy: 0.9986
2024-12-03 17:12:20.701440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0314 - accuracy: 0.9987
2024-12-03 17:12:21.073857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.0308 - accuracy: 0.9987
2024-12-03 17:12:21.435357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0296 - accuracy: 0.9988
2024-12-03 17:12:21.797319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0285 - accuracy: 0.9988
2024-12-03 17:12:22.152248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0275 - accuracy: 0.9989
2024-12-03 17:12:22.502401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0265 - accuracy: 0.9989
2024-12-03 17:12:22.830320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0256 - accuracy: 0.9990
2024-12-03 17:12:23.182869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0248 - accuracy: 0.9990
2024-12-03 17:12:23.557731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0240 - accuracy: 0.9990
2024-12-03 17:12:23.937860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0233 - accuracy: 0.9991
2024-12-03 17:12:24.302811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0226 - accuracy: 0.9991
2024-12-03 17:12:24.671166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0486 - accuracy: 0.9982
2024-12-03 17:12:25.035319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0473 - accuracy: 0.9983 
2024-12-03 17:12:25.391497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0690 - accuracy: 0.9975
2024-12-03 17:12:25.747281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0672 - accuracy: 0.9975
2024-12-03 17:12:26.101012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0655 - accuracy: 0.9976
2024-12-03 17:12:26.477208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0639 - accuracy: 0.9977
2024-12-03 17:12:26.839851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0623 - accuracy: 0.9977
2024-12-03 17:12:27.203620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0608 - accuracy: 0.9978
2024-12-03 17:12:27.582411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0594 - accuracy: 0.9978
2024-12-03 17:12:27.959454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0580 - accuracy: 0.9979
2024-12-03 17:12:28.322002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0568 - accuracy: 0.9979
2024-12-03 17:12:28.684964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0555 - accuracy: 0.9980
2024-12-03 17:12:29.040240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0543 - accuracy: 0.9980
2024-12-03 17:12:29.417276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0593 - accuracy: 0.9974
2024-12-03 17:12:29.783827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0581 - accuracy: 0.9974
2024-12-03 17:12:30.153408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0720 - accuracy: 0.9969
2024-12-03 17:12:30.520831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0706 - accuracy: 0.9969
2024-12-03 17:12:30.889173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0692 - accuracy: 0.9970
2024-12-03 17:12:31.247450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0679 - accuracy: 0.9971
2024-12-03 17:12:31.606697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0667 - accuracy: 0.9971
2024-12-03 17:12:31.964746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0655 - accuracy: 0.9972
2024-12-03 17:12:32.325856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0643 - accuracy: 0.9972
2024-12-03 17:12:32.668285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0632 - accuracy: 0.9973
2024-12-03 17:12:33.019234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0621 - accuracy: 0.9973
2024-12-03 17:12:33.402156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0610 - accuracy: 0.9974
2024-12-03 17:12:33.786498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0600 - accuracy: 0.9974
2024-12-03 17:12:34.148655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0590 - accuracy: 0.9974
2024-12-03 17:12:34.507839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0576 - accuracy: 0.9975
2024-12-03 17:12:34.862413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 510ms/step - loss: 0.0576 - accuracy: 0.9975 - val_loss: 1.0944 - val_accuracy: 0.9780
Epoch 14/30

2024-12-03 17:12:44.317778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:44.714009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:45.084789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:45.452416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:45.836451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:46.195145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:46.579076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:46.975325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:47.352051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:47.719315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:48.071902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:48.422352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:48.765063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:49.116687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:49.470061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:49.811282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:50.174096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:50.555288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:50.927441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:51.301667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:51.669323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:52.022522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:52.388555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:12:52.753251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 1.5522e-09 - accuracy: 1.0000
2024-12-03 17:12:53.098196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 1.4901e-09 - accuracy: 1.0000
2024-12-03 17:12:53.444937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0086 - accuracy: 0.9988    
2024-12-03 17:12:53.801480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0083 - accuracy: 0.9988
2024-12-03 17:12:54.170322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0080 - accuracy: 0.9989
2024-12-03 17:12:54.552294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0077 - accuracy: 0.9989
2024-12-03 17:12:54.938534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0074 - accuracy: 0.9990
2024-12-03 17:12:55.296904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0072 - accuracy: 0.9990
2024-12-03 17:12:55.658859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0070 - accuracy: 0.9990
2024-12-03 17:12:56.022907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0068 - accuracy: 0.9991
2024-12-03 17:12:56.384544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0341 - accuracy: 0.9982
2024-12-03 17:12:56.730734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0331 - accuracy: 0.9982
2024-12-03 17:12:57.085163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0322 - accuracy: 0.9983 
2024-12-03 17:12:57.452219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0313 - accuracy: 0.9983
2024-12-03 17:12:57.824649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0305 - accuracy: 0.9984
2024-12-03 17:12:58.201043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0297 - accuracy: 0.9984
2024-12-03 17:12:58.569993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0290 - accuracy: 0.9984
2024-12-03 17:12:58.934044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0282 - accuracy: 0.9985
2024-12-03 17:12:59.302348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0276 - accuracy: 0.9985
2024-12-03 17:12:59.655938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0291 - accuracy: 0.9978
2024-12-03 17:12:59.998765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0285 - accuracy: 0.9979
2024-12-03 17:13:00.355939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0278 - accuracy: 0.9979
2024-12-03 17:13:00.717069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0272 - accuracy: 0.9980
2024-12-03 17:13:01.093624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0267 - accuracy: 0.9980
2024-12-03 17:13:01.462285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0261 - accuracy: 0.9980
2024-12-03 17:13:01.838756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0256 - accuracy: 0.9981
2024-12-03 17:13:02.201169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0251 - accuracy: 0.9981
2024-12-03 17:13:02.568792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0246 - accuracy: 0.9982
2024-12-03 17:13:02.933135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0241 - accuracy: 0.9982
2024-12-03 17:13:03.278124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0236 - accuracy: 0.9982
2024-12-03 17:13:03.622853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0232 - accuracy: 0.9983
2024-12-03 17:13:03.981854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0228 - accuracy: 0.9983
2024-12-03 17:13:04.354846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0224 - accuracy: 0.9983
2024-12-03 17:13:04.717312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0220 - accuracy: 0.9984
2024-12-03 17:13:05.071972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0216 - accuracy: 0.9984
2024-12-03 17:13:05.437580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0212 - accuracy: 0.9984
2024-12-03 17:13:05.813742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0209 - accuracy: 0.9984
2024-12-03 17:13:06.180113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0205 - accuracy: 0.9985
2024-12-03 17:13:06.539611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0201 - accuracy: 0.9985
2024-12-03 17:13:06.917892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 511ms/step - loss: 0.0201 - accuracy: 0.9985 - val_loss: 0.9540 - val_accuracy: 0.9840
Epoch 15/30

2024-12-03 17:13:16.390322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0759 - accuracy: 0.9688
2024-12-03 17:13:16.783194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0379 - accuracy: 0.9844
2024-12-03 17:13:17.158113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0253 - accuracy: 0.9896
2024-12-03 17:13:17.524707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0190 - accuracy: 0.9922
2024-12-03 17:13:17.908334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 21s - loss: 0.0152 - accuracy: 0.9937
2024-12-03 17:13:18.293402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0126 - accuracy: 0.9948
2024-12-03 17:13:18.668465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0108 - accuracy: 0.9955
2024-12-03 17:13:19.053642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0095 - accuracy: 0.9961
2024-12-03 17:13:19.425079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0084 - accuracy: 0.9965
2024-12-03 17:13:19.790577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 0.0076 - accuracy: 0.9969
2024-12-03 17:13:20.165107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 0.0069 - accuracy: 0.9972
2024-12-03 17:13:20.514607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 0.0063 - accuracy: 0.9974
2024-12-03 17:13:20.872361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 18s - loss: 0.1234 - accuracy: 0.9928
2024-12-03 17:13:21.228389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 18s - loss: 0.1146 - accuracy: 0.9933
2024-12-03 17:13:21.601781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 17s - loss: 0.1157 - accuracy: 0.9917
2024-12-03 17:13:21.950863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 0.1085 - accuracy: 0.9922
2024-12-03 17:13:22.302900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 0.1021 - accuracy: 0.9926
2024-12-03 17:13:22.657361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 0.0964 - accuracy: 0.9931
2024-12-03 17:13:23.027902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 0.0914 - accuracy: 0.9934
2024-12-03 17:13:23.402082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 0.0868 - accuracy: 0.9937
2024-12-03 17:13:23.784143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 0.0827 - accuracy: 0.9940
2024-12-03 17:13:24.152635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 15s - loss: 0.0789 - accuracy: 0.9943
2024-12-03 17:13:24.519042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 0.0755 - accuracy: 0.9946
2024-12-03 17:13:24.882564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 0.0723 - accuracy: 0.9948
2024-12-03 17:13:25.237167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.0694 - accuracy: 0.9950
2024-12-03 17:13:25.598746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 0.0668 - accuracy: 0.9952
2024-12-03 17:13:25.985242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 13s - loss: 0.0643 - accuracy: 0.9954
2024-12-03 17:13:26.333323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0620 - accuracy: 0.9955
2024-12-03 17:13:26.701625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 0.0599 - accuracy: 0.9957
2024-12-03 17:13:27.069513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 12s - loss: 0.0579 - accuracy: 0.9958
2024-12-03 17:13:27.439797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0560 - accuracy: 0.9960
2024-12-03 17:13:27.799930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 11s - loss: 0.0542 - accuracy: 0.9961
2024-12-03 17:13:28.175025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 11s - loss: 0.0526 - accuracy: 0.9962
2024-12-03 17:13:28.551096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0511 - accuracy: 0.9963
2024-12-03 17:13:28.921135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 10s - loss: 0.0496 - accuracy: 0.9964
2024-12-03 17:13:29.304254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0483 - accuracy: 0.9965 
2024-12-03 17:13:29.655069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0469 - accuracy: 0.9966
2024-12-03 17:13:30.017262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 9s - loss: 0.0457 - accuracy: 0.9967
2024-12-03 17:13:30.387968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0445 - accuracy: 0.9968
2024-12-03 17:13:30.754866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 8s - loss: 0.0434 - accuracy: 0.9969
2024-12-03 17:13:31.124275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 8s - loss: 0.0424 - accuracy: 0.9970
2024-12-03 17:13:31.476372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0692 - accuracy: 0.9963
2024-12-03 17:13:31.840662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 7s - loss: 0.0676 - accuracy: 0.9964
2024-12-03 17:13:32.209069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0661 - accuracy: 0.9964
2024-12-03 17:13:32.595410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0646 - accuracy: 0.9965
2024-12-03 17:13:32.954740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 6s - loss: 0.0690 - accuracy: 0.9959
2024-12-03 17:13:33.328208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0676 - accuracy: 0.9960
2024-12-03 17:13:33.707183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0661 - accuracy: 0.9961
2024-12-03 17:13:34.073732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 5s - loss: 0.0648 - accuracy: 0.9962
2024-12-03 17:13:34.431137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0635 - accuracy: 0.9962
2024-12-03 17:13:34.808143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0623 - accuracy: 0.9963
2024-12-03 17:13:35.153886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0611 - accuracy: 0.9964
2024-12-03 17:13:35.540102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0599 - accuracy: 0.9965
2024-12-03 17:13:35.884834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0588 - accuracy: 0.9965
2024-12-03 17:13:36.253734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0577 - accuracy: 0.9966
2024-12-03 17:13:36.652012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0567 - accuracy: 0.9967
2024-12-03 17:13:37.024957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0557 - accuracy: 0.9967
2024-12-03 17:13:37.390725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0547 - accuracy: 0.9968
2024-12-03 17:13:37.750635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0538 - accuracy: 0.9968
2024-12-03 17:13:38.118375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0529 - accuracy: 0.9969
2024-12-03 17:13:38.472302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0520 - accuracy: 0.9969
2024-12-03 17:13:38.836925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0508 - accuracy: 0.9970
2024-12-03 17:13:39.179783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 32s 514ms/step - loss: 0.0508 - accuracy: 0.9970 - val_loss: 1.1411 - val_accuracy: 0.9790
Epoch 16/30

2024-12-03 17:13:48.659678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:49.052790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:49.431821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:49.810964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:50.204495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:50.596588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:50.977935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:51.337051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:51.705412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:52.083574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:13:52.508606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 19s - loss: 3.4169e-07 - accuracy: 1.0000
2024-12-03 17:13:52.896962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 20s - loss: 3.1322e-07 - accuracy: 1.0000
2024-12-03 17:13:53.426488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 19s - loss: 2.8912e-07 - accuracy: 1.0000
2024-12-03 17:13:53.781695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 19s - loss: 2.6847e-07 - accuracy: 1.0000
2024-12-03 17:13:54.110048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 18s - loss: 2.5057e-07 - accuracy: 1.0000
2024-12-03 17:13:54.439901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 17s - loss: 2.3491e-07 - accuracy: 1.0000
2024-12-03 17:13:54.764325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 17s - loss: 2.2109e-07 - accuracy: 1.0000
2024-12-03 17:13:55.090511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 16s - loss: 2.0881e-07 - accuracy: 1.0000
2024-12-03 17:13:55.409678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 16s - loss: 1.9782e-07 - accuracy: 1.0000
2024-12-03 17:13:55.735529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 1.8793e-07 - accuracy: 1.0000
2024-12-03 17:13:56.059103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 15s - loss: 1.7898e-07 - accuracy: 1.0000
2024-12-03 17:13:56.380607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 1.7085e-07 - accuracy: 1.0000
2024-12-03 17:13:56.698197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 14s - loss: 1.6342e-07 - accuracy: 1.0000
2024-12-03 17:13:57.013102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 14s - loss: 1.5661e-07 - accuracy: 1.0000
2024-12-03 17:13:57.330548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 1.5049e-07 - accuracy: 1.0000
2024-12-03 17:13:57.647433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 13s - loss: 1.4470e-07 - accuracy: 1.0000
2024-12-03 17:13:57.968218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 1.3935e-07 - accuracy: 1.0000
2024-12-03 17:13:58.289400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 1.3437e-07 - accuracy: 1.0000
2024-12-03 17:13:58.645744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 12s - loss: 1.2974e-07 - accuracy: 1.0000
2024-12-03 17:13:58.963870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 1.2541e-07 - accuracy: 1.0000
2024-12-03 17:13:59.286836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 1.2137e-07 - accuracy: 1.0000
2024-12-03 17:13:59.607290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 1.1757e-07 - accuracy: 1.0000
2024-12-03 17:13:59.926357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 1.1401e-07 - accuracy: 1.0000
2024-12-03 17:14:00.240109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 1.1066e-07 - accuracy: 1.0000
2024-12-03 17:14:00.558572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0042 - accuracy: 0.9991     
2024-12-03 17:14:00.874700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0040 - accuracy: 0.9991
2024-12-03 17:14:01.199219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0039 - accuracy: 0.9992
2024-12-03 17:14:01.521244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0038 - accuracy: 0.9992
2024-12-03 17:14:01.846954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0037 - accuracy: 0.9992
2024-12-03 17:14:02.172560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0036 - accuracy: 0.9992
2024-12-03 17:14:02.491382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0035 - accuracy: 0.9992
2024-12-03 17:14:02.809668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0035 - accuracy: 0.9993
2024-12-03 17:14:03.130451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0034 - accuracy: 0.9993
2024-12-03 17:14:03.446823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0033 - accuracy: 0.9993
2024-12-03 17:14:03.768104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0033 - accuracy: 0.9993
2024-12-03 17:14:04.132129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0032 - accuracy: 0.9993
2024-12-03 17:14:04.448438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0031 - accuracy: 0.9993
2024-12-03 17:14:04.767266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0083 - accuracy: 0.9987
2024-12-03 17:14:05.089702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0081 - accuracy: 0.9987
2024-12-03 17:14:05.402328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0079 - accuracy: 0.9987
2024-12-03 17:14:05.716968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0078 - accuracy: 0.9988
2024-12-03 17:14:06.036970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0080 - accuracy: 0.9988
2024-12-03 17:14:06.354263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0078 - accuracy: 0.9988
2024-12-03 17:14:06.690724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0077 - accuracy: 0.9988
2024-12-03 17:14:07.013876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0076 - accuracy: 0.9989
2024-12-03 17:14:07.341006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0074 - accuracy: 0.9989
2024-12-03 17:14:07.676598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0073 - accuracy: 0.9989
2024-12-03 17:14:08.024543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0072 - accuracy: 0.9989
2024-12-03 17:14:08.366680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0070 - accuracy: 0.9989
2024-12-03 17:14:08.708982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0069 - accuracy: 0.9990
2024-12-03 17:14:09.058609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0068 - accuracy: 0.9990
2024-12-03 17:14:09.421750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0067 - accuracy: 0.9990
2024-12-03 17:14:09.832064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 470ms/step - loss: 0.0067 - accuracy: 0.9990 - val_loss: 1.2121 - val_accuracy: 0.9760
Epoch 17/30

2024-12-03 17:14:18.232675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 26s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:18.665591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:19.000690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:19.336083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:19.668692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:20.008206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:20.346070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:20.686005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:21.028297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:21.367148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:21.765703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 4.4026e-08 - accuracy: 1.0000
2024-12-03 17:14:22.095316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 4.0357e-08 - accuracy: 1.0000
2024-12-03 17:14:22.437876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0893 - accuracy: 0.9976    
2024-12-03 17:14:22.784831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.0829 - accuracy: 0.9978
2024-12-03 17:14:23.184683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0774 - accuracy: 0.9979
2024-12-03 17:14:23.515391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0725 - accuracy: 0.9980
2024-12-03 17:14:23.896859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0683 - accuracy: 0.9982
2024-12-03 17:14:24.228886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0645 - accuracy: 0.9983
2024-12-03 17:14:24.576460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0611 - accuracy: 0.9984
2024-12-03 17:14:24.954622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0580 - accuracy: 0.9984
2024-12-03 17:14:25.285463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0553 - accuracy: 0.9985
2024-12-03 17:14:25.621903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0528 - accuracy: 0.9986
2024-12-03 17:14:25.960247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0505 - accuracy: 0.9986
2024-12-03 17:14:26.304671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0484 - accuracy: 0.9987
2024-12-03 17:14:26.645196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.0464 - accuracy: 0.9987
2024-12-03 17:14:27.001237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0446 - accuracy: 0.9988
2024-12-03 17:14:27.337699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0430 - accuracy: 0.9988
2024-12-03 17:14:27.679162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0415 - accuracy: 0.9989
2024-12-03 17:14:28.074149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0400 - accuracy: 0.9989
2024-12-03 17:14:28.410654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0387 - accuracy: 0.9990
2024-12-03 17:14:28.747033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0374 - accuracy: 0.9990
2024-12-03 17:14:29.079802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0363 - accuracy: 0.9990
2024-12-03 17:14:29.409378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0352 - accuracy: 0.9991
2024-12-03 17:14:29.757428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0341 - accuracy: 0.9991
2024-12-03 17:14:30.102904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0332 - accuracy: 0.9991 
2024-12-03 17:14:30.452999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0322 - accuracy: 0.9991
2024-12-03 17:14:30.843218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 0.0314 - accuracy: 0.9992
2024-12-03 17:14:31.193971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0305 - accuracy: 0.9992
2024-12-03 17:14:31.532372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0298 - accuracy: 0.9992
2024-12-03 17:14:31.875960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0290 - accuracy: 0.9992
2024-12-03 17:14:32.215503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0283 - accuracy: 0.9992
2024-12-03 17:14:32.561440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0276 - accuracy: 0.9993
2024-12-03 17:14:32.902949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0270 - accuracy: 0.9993
2024-12-03 17:14:33.263594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0264 - accuracy: 0.9993
2024-12-03 17:14:33.649233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0258 - accuracy: 0.9993
2024-12-03 17:14:33.996142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0252 - accuracy: 0.9993
2024-12-03 17:14:34.349670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0467 - accuracy: 0.9987
2024-12-03 17:14:34.714808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0691 - accuracy: 0.9980
2024-12-03 17:14:35.065167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0677 - accuracy: 0.9981
2024-12-03 17:14:35.439902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0664 - accuracy: 0.9981
2024-12-03 17:14:35.798083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0651 - accuracy: 0.9982
2024-12-03 17:14:36.141812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0638 - accuracy: 0.9982
2024-12-03 17:14:36.494710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0626 - accuracy: 0.9982
2024-12-03 17:14:36.899162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0614 - accuracy: 0.9983
2024-12-03 17:14:37.222923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0603 - accuracy: 0.9983
2024-12-03 17:14:37.557732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0593 - accuracy: 0.9983
2024-12-03 17:14:37.897825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0582 - accuracy: 0.9984
2024-12-03 17:14:38.233644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0572 - accuracy: 0.9984
2024-12-03 17:14:38.572664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0562 - accuracy: 0.9984
2024-12-03 17:14:38.907503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0553 - accuracy: 0.9984
2024-12-03 17:14:39.251482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0544 - accuracy: 0.9985
2024-12-03 17:14:39.624637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0531 - accuracy: 0.9985
2024-12-03 17:14:39.960233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 31s 487ms/step - loss: 0.0531 - accuracy: 0.9985 - val_loss: 1.1421 - val_accuracy: 0.9770
Epoch 18/30

2024-12-03 17:14:48.877823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:49.269802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:49.589781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:49.910490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:50.238706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:50.579736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:14:50.928532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 4.3873e-06 - accuracy: 1.0000
2024-12-03 17:14:51.290031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 3.8389e-06 - accuracy: 1.0000
2024-12-03 17:14:51.643490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 3.5332e-06 - accuracy: 1.0000
2024-12-03 17:14:51.993030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 3.1799e-06 - accuracy: 1.0000
2024-12-03 17:14:52.351365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 2.9944e-06 - accuracy: 1.0000
2024-12-03 17:14:52.696163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 2.7449e-06 - accuracy: 1.0000
2024-12-03 17:14:53.095138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 2.5337e-06 - accuracy: 1.0000
2024-12-03 17:14:53.417716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 2.3528e-06 - accuracy: 1.0000
2024-12-03 17:14:53.745846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 2.1959e-06 - accuracy: 1.0000
2024-12-03 17:14:54.079768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 2.0587e-06 - accuracy: 1.0000
2024-12-03 17:14:54.412864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 1.9376e-06 - accuracy: 1.0000
2024-12-03 17:14:54.746538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 1.8299e-06 - accuracy: 1.0000
2024-12-03 17:14:55.083975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 1.7336e-06 - accuracy: 1.0000
2024-12-03 17:14:55.426936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 1.6469e-06 - accuracy: 1.0000
2024-12-03 17:14:55.827992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 1.5685e-06 - accuracy: 1.0000
2024-12-03 17:14:56.150082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 1.4972e-06 - accuracy: 1.0000
2024-12-03 17:14:56.485673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 1.4321e-06 - accuracy: 1.0000
2024-12-03 17:14:56.826474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 1.3724e-06 - accuracy: 1.0000
2024-12-03 17:14:57.159052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 1.3175e-06 - accuracy: 1.0000
2024-12-03 17:14:57.494927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 1.2669e-06 - accuracy: 1.0000
2024-12-03 17:14:57.837823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 1.2200e-06 - accuracy: 1.0000
2024-12-03 17:14:58.182644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 1.1764e-06 - accuracy: 1.0000
2024-12-03 17:14:58.558772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 1.1358e-06 - accuracy: 1.0000
2024-12-03 17:14:58.895533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 1.0980e-06 - accuracy: 1.0000
2024-12-03 17:14:59.224531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 1.0625e-06 - accuracy: 1.0000
2024-12-03 17:14:59.557781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 1.0293e-06 - accuracy: 1.0000
2024-12-03 17:14:59.897948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 9.9814e-07 - accuracy: 1.0000
2024-12-03 17:15:00.228689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0040 - accuracy: 0.9991     
2024-12-03 17:15:00.562963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0039 - accuracy: 0.9991
2024-12-03 17:15:00.908063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0038 - accuracy: 0.9991
2024-12-03 17:15:01.240048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0107 - accuracy: 0.9983
2024-12-03 17:15:01.621693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0104 - accuracy: 0.9984
2024-12-03 17:15:01.961091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0102 - accuracy: 0.9984
2024-12-03 17:15:02.299674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0099 - accuracy: 0.9984
2024-12-03 17:15:02.644484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0097 - accuracy: 0.9985
2024-12-03 17:15:02.984006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0095 - accuracy: 0.9985
2024-12-03 17:15:03.342608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0092 - accuracy: 0.9985
2024-12-03 17:15:03.701121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0090 - accuracy: 0.9986
2024-12-03 17:15:04.053529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0088 - accuracy: 0.9986
2024-12-03 17:15:04.457660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0086 - accuracy: 0.9986
2024-12-03 17:15:04.793448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0084 - accuracy: 0.9987
2024-12-03 17:15:05.130848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0083 - accuracy: 0.9987
2024-12-03 17:15:05.463538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0081 - accuracy: 0.9987
2024-12-03 17:15:05.797973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0079 - accuracy: 0.9987
2024-12-03 17:15:06.150124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0078 - accuracy: 0.9988
2024-12-03 17:15:06.484950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0076 - accuracy: 0.9988
2024-12-03 17:15:06.859532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0075 - accuracy: 0.9988
2024-12-03 17:15:07.200123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0074 - accuracy: 0.9988
2024-12-03 17:15:07.527305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0072 - accuracy: 0.9989
2024-12-03 17:15:07.867284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0071 - accuracy: 0.9989
2024-12-03 17:15:08.206107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0070 - accuracy: 0.9989
2024-12-03 17:15:08.542417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0068 - accuracy: 0.9989
2024-12-03 17:15:08.880715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0067 - accuracy: 0.9989
2024-12-03 17:15:09.220395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0066 - accuracy: 0.9990
2024-12-03 17:15:09.624526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0065 - accuracy: 0.9990
2024-12-03 17:15:09.988725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0064 - accuracy: 0.9990
2024-12-03 17:15:10.351754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 472ms/step - loss: 0.0064 - accuracy: 0.9990 - val_loss: 1.0979 - val_accuracy: 0.9770
Epoch 19/30

2024-12-03 17:15:18.549423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:18.971328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:19.298038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:19.631721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:19.960571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:20.277044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:20.588470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 6.2155e-07 - accuracy: 1.0000
2024-12-03 17:15:20.908212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 5.4385e-07 - accuracy: 1.0000
2024-12-03 17:15:21.245827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 4.8343e-07 - accuracy: 1.0000
2024-12-03 17:15:21.748633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 4.3508e-07 - accuracy: 1.0000
2024-12-03 17:15:22.059861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 4.1517e-07 - accuracy: 1.0000
2024-12-03 17:15:22.378272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 3.8058e-07 - accuracy: 1.0000
2024-12-03 17:15:22.704314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 3.5130e-07 - accuracy: 1.0000
2024-12-03 17:15:23.024389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 3.2621e-07 - accuracy: 1.0000
2024-12-03 17:15:23.344733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 3.0446e-07 - accuracy: 1.0000
2024-12-03 17:15:23.661230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 2.8543e-07 - accuracy: 1.0000
2024-12-03 17:15:23.982055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 9.3841e-07 - accuracy: 1.0000
2024-12-03 17:15:24.322865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 8.8628e-07 - accuracy: 1.0000
2024-12-03 17:15:24.648632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 8.3963e-07 - accuracy: 1.0000
2024-12-03 17:15:24.968563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 1.4678e-04 - accuracy: 1.0000
2024-12-03 17:15:25.290983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 1.3997e-04 - accuracy: 1.0000
2024-12-03 17:15:25.605597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 1.3360e-04 - accuracy: 1.0000
2024-12-03 17:15:25.920668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 1.2780e-04 - accuracy: 1.0000
2024-12-03 17:15:26.237560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 1.2247e-04 - accuracy: 1.0000
2024-12-03 17:15:26.547351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 1.1757e-04 - accuracy: 1.0000
2024-12-03 17:15:26.912579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 1.1305e-04 - accuracy: 1.0000
2024-12-03 17:15:27.226042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 1.0886e-04 - accuracy: 1.0000
2024-12-03 17:15:27.562193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 1.0535e-04 - accuracy: 1.0000
2024-12-03 17:15:27.879437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 1.0171e-04 - accuracy: 1.0000
2024-12-03 17:15:28.195339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 9.8322e-05 - accuracy: 1.0000
2024-12-03 17:15:28.512123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 9.5151e-05 - accuracy: 1.0000
2024-12-03 17:15:28.839134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 9.2701e-05 - accuracy: 1.0000
2024-12-03 17:15:29.185814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 8.9891e-05 - accuracy: 1.0000 
2024-12-03 17:15:29.510428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 8.7248e-05 - accuracy: 1.0000
2024-12-03 17:15:29.832768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 8.4755e-05 - accuracy: 1.0000
2024-12-03 17:15:30.152855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 8.2400e-05 - accuracy: 1.0000
2024-12-03 17:15:30.476429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 8.0173e-05 - accuracy: 1.0000
2024-12-03 17:15:30.805876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 7.8064e-05 - accuracy: 1.0000
2024-12-03 17:15:31.124619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 7.6062e-05 - accuracy: 1.0000
2024-12-03 17:15:31.440501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 7.4160e-05 - accuracy: 1.0000
2024-12-03 17:15:31.757190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 7.2352e-05 - accuracy: 1.0000
2024-12-03 17:15:32.076355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 7.0632e-05 - accuracy: 1.0000
2024-12-03 17:15:32.396807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 6.8989e-05 - accuracy: 1.0000
2024-12-03 17:15:32.715402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 6.7421e-05 - accuracy: 1.0000
2024-12-03 17:15:33.039627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 6.5923e-05 - accuracy: 1.0000
2024-12-03 17:15:33.361475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 6.4490e-05 - accuracy: 1.0000
2024-12-03 17:15:33.678146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 6.3118e-05 - accuracy: 1.0000
2024-12-03 17:15:34.013476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 6.1803e-05 - accuracy: 1.0000
2024-12-03 17:15:34.331705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 6.0542e-05 - accuracy: 1.0000
2024-12-03 17:15:34.651688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 5.9331e-05 - accuracy: 1.0000
2024-12-03 17:15:34.970740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 5.8167e-05 - accuracy: 1.0000
2024-12-03 17:15:35.290202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 5.7049e-05 - accuracy: 1.0000
2024-12-03 17:15:35.607893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 5.5972e-05 - accuracy: 1.0000
2024-12-03 17:15:35.923321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 5.4936e-05 - accuracy: 1.0000
2024-12-03 17:15:36.236084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 5.3937e-05 - accuracy: 1.0000
2024-12-03 17:15:36.589383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 5.2974e-05 - accuracy: 1.0000
2024-12-03 17:15:36.903434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 5.2045e-05 - accuracy: 1.0000
2024-12-03 17:15:37.222287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 5.1147e-05 - accuracy: 1.0000
2024-12-03 17:15:37.533718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 5.0280e-05 - accuracy: 1.0000
2024-12-03 17:15:37.849036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 4.9442e-05 - accuracy: 1.0000
2024-12-03 17:15:38.158868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 4.8632e-05 - accuracy: 1.0000
2024-12-03 17:15:38.469701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 4.7465e-05 - accuracy: 1.0000
2024-12-03 17:15:38.799920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 444ms/step - loss: 4.7465e-05 - accuracy: 1.0000 - val_loss: 1.1400 - val_accuracy: 0.9760
Epoch 20/30

2024-12-03 17:15:46.494135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:46.859530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:47.171371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:15:47.488801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 9.3132e-10 - accuracy: 1.0000
2024-12-03 17:15:47.813248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 7.4506e-10 - accuracy: 1.0000
2024-12-03 17:15:48.146357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 6.2088e-10 - accuracy: 1.0000
2024-12-03 17:15:48.477411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 5.3218e-10 - accuracy: 1.0000
2024-12-03 17:15:48.809565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 17s - loss: 4.6566e-10 - accuracy: 1.0000
2024-12-03 17:15:49.147307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 17s - loss: 4.1392e-10 - accuracy: 1.0000
2024-12-03 17:15:49.481894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 3.7253e-10 - accuracy: 1.0000
2024-12-03 17:15:49.812350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 3.3866e-10 - accuracy: 1.0000
2024-12-03 17:15:50.139550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 9.1902e-06 - accuracy: 1.0000
2024-12-03 17:15:50.460667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 8.4833e-06 - accuracy: 1.0000
2024-12-03 17:15:50.778899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 15s - loss: 7.8773e-06 - accuracy: 1.0000
2024-12-03 17:15:51.102569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 15s - loss: 7.3522e-06 - accuracy: 1.0000
2024-12-03 17:15:51.422792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 6.8927e-06 - accuracy: 1.0000
2024-12-03 17:15:51.759008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 14s - loss: 6.4872e-06 - accuracy: 1.0000
2024-12-03 17:15:52.070292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 6.1268e-06 - accuracy: 1.0000
2024-12-03 17:15:52.388617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 5.8043e-06 - accuracy: 1.0000
2024-12-03 17:15:52.706702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 13s - loss: 5.5141e-06 - accuracy: 1.0000
2024-12-03 17:15:53.025435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 5.2515e-06 - accuracy: 1.0000
2024-12-03 17:15:53.341572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 5.0128e-06 - accuracy: 1.0000
2024-12-03 17:15:53.661239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 12s - loss: 4.7949e-06 - accuracy: 1.0000
2024-12-03 17:15:53.981676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 4.5951e-06 - accuracy: 1.0000
2024-12-03 17:15:54.344702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 4.4116e-06 - accuracy: 1.0000
2024-12-03 17:15:54.664351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 4.2419e-06 - accuracy: 1.0000
2024-12-03 17:15:54.988375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 4.0848e-06 - accuracy: 1.0000
2024-12-03 17:15:55.311772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 3.9389e-06 - accuracy: 1.0000
2024-12-03 17:15:55.640784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 3.8031e-06 - accuracy: 1.0000
2024-12-03 17:15:55.956923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 3.6763e-06 - accuracy: 1.0000
2024-12-03 17:15:56.276291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 3.5577e-06 - accuracy: 1.0000
2024-12-03 17:15:56.610303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 3.4466e-06 - accuracy: 1.0000
2024-12-03 17:15:56.930781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 3.3421e-06 - accuracy: 1.0000 
2024-12-03 17:15:57.260094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 3.2438e-06 - accuracy: 1.0000
2024-12-03 17:15:57.578144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 3.1511e-06 - accuracy: 1.0000
2024-12-03 17:15:57.903013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 3.0636e-06 - accuracy: 1.0000
2024-12-03 17:15:58.228456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 2.9808e-06 - accuracy: 1.0000
2024-12-03 17:15:58.546978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 2.9024e-06 - accuracy: 1.0000
2024-12-03 17:15:58.873820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 7s - loss: 2.8279e-06 - accuracy: 1.0000
2024-12-03 17:15:59.232205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 2.7572e-06 - accuracy: 1.0000
2024-12-03 17:15:59.554613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 2.6900e-06 - accuracy: 1.0000
2024-12-03 17:15:59.891764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 6s - loss: 2.6259e-06 - accuracy: 1.0000
2024-12-03 17:16:00.218161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 2.5649e-06 - accuracy: 1.0000
2024-12-03 17:16:00.546203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 2.5066e-06 - accuracy: 1.0000
2024-12-03 17:16:00.874108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 5s - loss: 2.4509e-06 - accuracy: 1.0000
2024-12-03 17:16:01.197532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 2.3976e-06 - accuracy: 1.0000
2024-12-03 17:16:01.522386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 2.3466e-06 - accuracy: 1.0000
2024-12-03 17:16:01.852106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 4s - loss: 2.2977e-06 - accuracy: 1.0000
2024-12-03 17:16:02.180798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 2.2508e-06 - accuracy: 1.0000
2024-12-03 17:16:02.514597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 2.2058e-06 - accuracy: 1.0000
2024-12-03 17:16:02.847354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 3s - loss: 2.1625e-06 - accuracy: 1.0000
2024-12-03 17:16:03.180404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 2.1210e-06 - accuracy: 1.0000
2024-12-03 17:16:03.521678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 2.0809e-06 - accuracy: 1.0000
2024-12-03 17:16:04.017162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 2s - loss: 2.0424e-06 - accuracy: 1.0000
2024-12-03 17:16:04.414301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 2.0053e-06 - accuracy: 1.0000
2024-12-03 17:16:04.748706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 1.9695e-06 - accuracy: 1.0000
2024-12-03 17:16:05.071761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 1s - loss: 9.2048e-06 - accuracy: 1.0000
2024-12-03 17:16:05.396511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 9.0461e-06 - accuracy: 1.0000
2024-12-03 17:16:05.713103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0089 - accuracy: 0.9995    
2024-12-03 17:16:06.048398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.0088 - accuracy: 0.9995
2024-12-03 17:16:06.374772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0086 - accuracy: 0.9995
2024-12-03 17:16:06.716792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

62/63 [============================>.] - ETA: 0s - loss: 0.0085 - accuracy: 0.9995
2024-12-03 17:16:07.113425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 470ms/step - loss: 0.0084 - accuracy: 0.9995 - val_loss: 1.1964 - val_accuracy: 0.9760
Epoch 21/30

2024-12-03 17:16:15.987099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:16:16.363826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:16:16.691749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:16:17.061548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 5.1128e-07 - accuracy: 1.0000
2024-12-03 17:16:17.419755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 4.0977e-07 - accuracy: 1.0000
2024-12-03 17:16:17.812532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 21s - loss: 3.4147e-07 - accuracy: 1.0000
2024-12-03 17:16:18.229119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 2.9269e-07 - accuracy: 1.0000
2024-12-03 17:16:18.604669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 20s - loss: 2.5611e-07 - accuracy: 1.0000
2024-12-03 17:16:18.960608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 20s - loss: 2.2765e-07 - accuracy: 1.0000
2024-12-03 17:16:19.333148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 19s - loss: 2.0488e-07 - accuracy: 1.0000
2024-12-03 17:16:19.659463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 1.8626e-07 - accuracy: 1.0000
2024-12-03 17:16:19.976420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 18s - loss: 1.7074e-07 - accuracy: 1.0000
2024-12-03 17:16:20.294704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 2.8713e-07 - accuracy: 1.0000
2024-12-03 17:16:20.611975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 2.6662e-07 - accuracy: 1.0000
2024-12-03 17:16:20.929965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 2.4884e-07 - accuracy: 1.0000
2024-12-03 17:16:21.254936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 2.3329e-07 - accuracy: 1.0000
2024-12-03 17:16:21.621874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 2.1957e-07 - accuracy: 1.0000
2024-12-03 17:16:21.953405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 2.0737e-07 - accuracy: 1.0000
2024-12-03 17:16:22.291186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 1.9645e-07 - accuracy: 1.0000
2024-12-03 17:16:22.625582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 1.8756e-07 - accuracy: 1.0000
2024-12-03 17:16:22.954887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 2.7921e-07 - accuracy: 1.0000
2024-12-03 17:16:23.290690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 2.6652e-07 - accuracy: 1.0000
2024-12-03 17:16:23.623512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 2.5493e-07 - accuracy: 1.0000
2024-12-03 17:16:23.952520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 2.4431e-07 - accuracy: 1.0000
2024-12-03 17:16:24.287183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 2.3454e-07 - accuracy: 1.0000
2024-12-03 17:16:24.622851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 2.2552e-07 - accuracy: 1.0000
2024-12-03 17:16:24.959932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 2.1716e-07 - accuracy: 1.0000
2024-12-03 17:16:25.290559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 2.0941e-07 - accuracy: 1.0000
2024-12-03 17:16:25.625492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 2.0219e-07 - accuracy: 1.0000
2024-12-03 17:16:25.962108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 1.9545e-07 - accuracy: 1.0000
2024-12-03 17:16:26.295100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 1.8926e-07 - accuracy: 1.0000
2024-12-03 17:16:26.626544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 1.8335e-07 - accuracy: 1.0000
2024-12-03 17:16:26.958908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 1.7779e-07 - accuracy: 1.0000
2024-12-03 17:16:27.289363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 1.7256e-07 - accuracy: 1.0000 
2024-12-03 17:16:27.621144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 1.6763e-07 - accuracy: 1.0000
2024-12-03 17:16:27.960272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 1.6298e-07 - accuracy: 1.0000
2024-12-03 17:16:28.317747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 1.5857e-07 - accuracy: 1.0000
2024-12-03 17:16:28.658441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 1.5440e-07 - accuracy: 1.0000
2024-12-03 17:16:29.008940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 1.5044e-07 - accuracy: 1.0000
2024-12-03 17:16:29.400156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 1.4668e-07 - accuracy: 1.0000
2024-12-03 17:16:29.733281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 1.4319e-07 - accuracy: 1.0000
2024-12-03 17:16:30.067632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 1.3978e-07 - accuracy: 1.0000
2024-12-03 17:16:30.399513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 1.3653e-07 - accuracy: 1.0000
2024-12-03 17:16:30.730762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 1.3343e-07 - accuracy: 1.0000
2024-12-03 17:16:31.064602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 1.3046e-07 - accuracy: 1.0000
2024-12-03 17:16:31.391379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 1.2763e-07 - accuracy: 1.0000
2024-12-03 17:16:31.724758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 1.2491e-07 - accuracy: 1.0000
2024-12-03 17:16:32.058518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 1.2231e-07 - accuracy: 1.0000
2024-12-03 17:16:32.393386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 1.1981e-07 - accuracy: 1.0000
2024-12-03 17:16:32.728540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 1.1742e-07 - accuracy: 1.0000
2024-12-03 17:16:33.065517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 1.1533e-07 - accuracy: 1.0000
2024-12-03 17:16:33.395381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 1.1312e-07 - accuracy: 1.0000
2024-12-03 17:16:33.765826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 9.8928e-04 - accuracy: 0.9994
2024-12-03 17:16:34.098481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 9.7096e-04 - accuracy: 0.9994
2024-12-03 17:16:34.425828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 9.5330e-04 - accuracy: 0.9994
2024-12-03 17:16:34.748160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 9.3628e-04 - accuracy: 0.9994
2024-12-03 17:16:35.069741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 9.1986e-04 - accuracy: 0.9995
2024-12-03 17:16:35.397839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 9.0400e-04 - accuracy: 0.9995
2024-12-03 17:16:35.724117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 8.8867e-04 - accuracy: 0.9995
2024-12-03 17:16:36.045384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 8.7399e-04 - accuracy: 0.9995
2024-12-03 17:16:36.373554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 8.5966e-04 - accuracy: 0.9995
2024-12-03 17:16:36.697023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 8.3903e-04 - accuracy: 0.9995
2024-12-03 17:16:37.024930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 462ms/step - loss: 8.3903e-04 - accuracy: 0.9995 - val_loss: 0.9481 - val_accuracy: 0.9810
Epoch 22/30

2024-12-03 17:16:44.978586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.8954 - accuracy: 0.9688
2024-12-03 17:16:45.370999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.4477 - accuracy: 0.9844
2024-12-03 17:16:45.704940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.2985 - accuracy: 0.9896
2024-12-03 17:16:46.040223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 20s - loss: 0.2239 - accuracy: 0.9922
2024-12-03 17:16:46.394215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.1791 - accuracy: 0.9937
2024-12-03 17:16:46.756628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.1492 - accuracy: 0.9948
2024-12-03 17:16:47.111485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.1279 - accuracy: 0.9955
2024-12-03 17:16:47.463782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.1119 - accuracy: 0.9961
2024-12-03 17:16:47.838812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0995 - accuracy: 0.9965
2024-12-03 17:16:48.171574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0895 - accuracy: 0.9969
2024-12-03 17:16:48.503519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.0814 - accuracy: 0.9972
2024-12-03 17:16:48.830063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0746 - accuracy: 0.9974
2024-12-03 17:16:49.160799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0689 - accuracy: 0.9976
2024-12-03 17:16:49.491814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0641 - accuracy: 0.9978
2024-12-03 17:16:49.874599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0599 - accuracy: 0.9979
2024-12-03 17:16:50.207094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0561 - accuracy: 0.9980
2024-12-03 17:16:50.528437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0753 - accuracy: 0.9963
2024-12-03 17:16:50.843850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0711 - accuracy: 0.9965
2024-12-03 17:16:51.171703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.0674 - accuracy: 0.9967
2024-12-03 17:16:51.497994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0640 - accuracy: 0.9969
2024-12-03 17:16:51.859267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0610 - accuracy: 0.9970
2024-12-03 17:16:52.180569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.0582 - accuracy: 0.9972
2024-12-03 17:16:52.511580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0557 - accuracy: 0.9973
2024-12-03 17:16:52.841071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0533 - accuracy: 0.9974
2024-12-03 17:16:53.167896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.0512 - accuracy: 0.9975
2024-12-03 17:16:53.493197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0492 - accuracy: 0.9976
2024-12-03 17:16:53.823091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0474 - accuracy: 0.9977
2024-12-03 17:16:54.154241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.0457 - accuracy: 0.9978
2024-12-03 17:16:54.487563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0441 - accuracy: 0.9978
2024-12-03 17:16:54.815135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0427 - accuracy: 0.9979
2024-12-03 17:16:55.140973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0413 - accuracy: 0.9980
2024-12-03 17:16:55.465580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0935 - accuracy: 0.9971
2024-12-03 17:16:55.787319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0907 - accuracy: 0.9972
2024-12-03 17:16:56.111852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0880 - accuracy: 0.9972 
2024-12-03 17:16:56.436679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0855 - accuracy: 0.9973
2024-12-03 17:16:56.764932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0831 - accuracy: 0.9974
2024-12-03 17:16:57.092794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0809 - accuracy: 0.9975
2024-12-03 17:16:57.424418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0787 - accuracy: 0.9975
2024-12-03 17:16:57.752153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0768 - accuracy: 0.9976
2024-12-03 17:16:58.078558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0749 - accuracy: 0.9977
2024-12-03 17:16:58.469305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0730 - accuracy: 0.9977
2024-12-03 17:16:58.808372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0713 - accuracy: 0.9978
2024-12-03 17:16:59.149532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0696 - accuracy: 0.9978
2024-12-03 17:16:59.484562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0687 - accuracy: 0.9972
2024-12-03 17:16:59.807919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0672 - accuracy: 0.9972
2024-12-03 17:17:00.128770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0657 - accuracy: 0.9973
2024-12-03 17:17:00.454112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0643 - accuracy: 0.9973
2024-12-03 17:17:00.777091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0630 - accuracy: 0.9974
2024-12-03 17:17:01.103650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0696 - accuracy: 0.9968
2024-12-03 17:17:01.428217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0682 - accuracy: 0.9969
2024-12-03 17:17:01.760852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0669 - accuracy: 0.9969
2024-12-03 17:17:02.092508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0656 - accuracy: 0.9970
2024-12-03 17:17:02.420062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0643 - accuracy: 0.9971
2024-12-03 17:17:02.760543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0632 - accuracy: 0.9971
2024-12-03 17:17:03.134660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0620 - accuracy: 0.9972
2024-12-03 17:17:03.480727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0609 - accuracy: 0.9972
2024-12-03 17:17:03.818234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0614 - accuracy: 0.9967
2024-12-03 17:17:04.134317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0603 - accuracy: 0.9968
2024-12-03 17:17:04.443691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0593 - accuracy: 0.9968
2024-12-03 17:17:04.756188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0583 - accuracy: 0.9969
2024-12-03 17:17:05.113491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0574 - accuracy: 0.9969
2024-12-03 17:17:05.427916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0560 - accuracy: 0.9970
2024-12-03 17:17:05.745579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 456ms/step - loss: 0.0560 - accuracy: 0.9970 - val_loss: 1.2696 - val_accuracy: 0.9760
Epoch 23/30

2024-12-03 17:17:13.652641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:17:14.022337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:17:14.336094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:17:14.657422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:17:14.976793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 18s - loss: 5.5987e-04 - accuracy: 1.0000
2024-12-03 17:17:15.308959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 18s - loss: 4.6656e-04 - accuracy: 1.0000
2024-12-03 17:17:15.645173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 3.9991e-04 - accuracy: 1.0000
2024-12-03 17:17:15.993988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 3.4992e-04 - accuracy: 1.0000
2024-12-03 17:17:16.364859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 3.1104e-04 - accuracy: 1.0000
2024-12-03 17:17:16.697956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 17s - loss: 2.7993e-04 - accuracy: 1.0000
2024-12-03 17:17:17.027381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.0196 - accuracy: 0.9972    
2024-12-03 17:17:17.354431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 16s - loss: 0.0180 - accuracy: 0.9974
2024-12-03 17:17:17.680641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 16s - loss: 0.0166 - accuracy: 0.9976
2024-12-03 17:17:18.010460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0154 - accuracy: 0.9978
2024-12-03 17:17:18.339288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0144 - accuracy: 0.9979
2024-12-03 17:17:18.698338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.0135 - accuracy: 0.9980
2024-12-03 17:17:19.013441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0127 - accuracy: 0.9982
2024-12-03 17:17:19.336789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 14s - loss: 0.0120 - accuracy: 0.9983
2024-12-03 17:17:19.653669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.0114 - accuracy: 0.9984
2024-12-03 17:17:19.969973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0108 - accuracy: 0.9984
2024-12-03 17:17:20.290527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 13s - loss: 0.0103 - accuracy: 0.9985
2024-12-03 17:17:20.654130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.0098 - accuracy: 0.9986
2024-12-03 17:17:20.975774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0094 - accuracy: 0.9986
2024-12-03 17:17:21.303357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 12s - loss: 0.0090 - accuracy: 0.9987
2024-12-03 17:17:21.627325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.0086 - accuracy: 0.9987
2024-12-03 17:17:21.952657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0083 - accuracy: 0.9988
2024-12-03 17:17:22.283135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 11s - loss: 0.0080 - accuracy: 0.9988
2024-12-03 17:17:22.609503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.0077 - accuracy: 0.9989
2024-12-03 17:17:22.936534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0692 - accuracy: 0.9978
2024-12-03 17:17:23.262849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 10s - loss: 0.0669 - accuracy: 0.9979
2024-12-03 17:17:23.590054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0647 - accuracy: 0.9980
2024-12-03 17:17:23.913364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0627 - accuracy: 0.9980
2024-12-03 17:17:24.236453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 9s - loss: 0.0608 - accuracy: 0.9981 
2024-12-03 17:17:24.559321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0590 - accuracy: 0.9982
2024-12-03 17:17:24.892944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0573 - accuracy: 0.9982
2024-12-03 17:17:25.210335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 8s - loss: 0.0557 - accuracy: 0.9983
2024-12-03 17:17:25.536565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0542 - accuracy: 0.9983
2024-12-03 17:17:25.864031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0528 - accuracy: 0.9984
2024-12-03 17:17:26.270904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 10s - loss: 0.0514 - accuracy: 0.9984
2024-12-03 17:17:30.342155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 9s - loss: 0.0502 - accuracy: 0.9984 
2024-12-03 17:17:30.678989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 9s - loss: 0.0489 - accuracy: 0.9985
2024-12-03 17:17:30.982799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 8s - loss: 0.0508 - accuracy: 0.9978
2024-12-03 17:17:31.295551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 8s - loss: 0.0496 - accuracy: 0.9978
2024-12-03 17:17:31.632753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 7s - loss: 0.0485 - accuracy: 0.9979
2024-12-03 17:17:32.026287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 7s - loss: 0.0475 - accuracy: 0.9979
2024-12-03 17:17:32.479773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 7s - loss: 0.0464 - accuracy: 0.9980
2024-12-03 17:17:33.208691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 6s - loss: 0.0454 - accuracy: 0.9980
2024-12-03 17:17:33.839921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 6s - loss: 0.0445 - accuracy: 0.9980
2024-12-03 17:17:34.323912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 6s - loss: 0.0436 - accuracy: 0.9981
2024-12-03 17:17:34.729464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 5s - loss: 0.0427 - accuracy: 0.9981
2024-12-03 17:17:35.112432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 5s - loss: 0.0419 - accuracy: 0.9982
2024-12-03 17:17:35.423214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 4s - loss: 0.0411 - accuracy: 0.9982
2024-12-03 17:17:35.719382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 4s - loss: 0.0403 - accuracy: 0.9982
2024-12-03 17:17:36.015155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0395 - accuracy: 0.9983
2024-12-03 17:17:36.320377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 3s - loss: 0.0388 - accuracy: 0.9983
2024-12-03 17:17:36.621216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0381 - accuracy: 0.9983
2024-12-03 17:17:36.924057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0375 - accuracy: 0.9984
2024-12-03 17:17:37.231201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 2s - loss: 0.0368 - accuracy: 0.9984
2024-12-03 17:17:37.550537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0362 - accuracy: 0.9984
2024-12-03 17:17:37.894353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0356 - accuracy: 0.9984
2024-12-03 17:17:38.224980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0350 - accuracy: 0.9985
2024-12-03 17:17:38.564585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0342 - accuracy: 0.9985
2024-12-03 17:17:38.902856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 34s 540ms/step - loss: 0.0342 - accuracy: 0.9985 - val_loss: 1.1764 - val_accuracy: 0.9800
Epoch 24/30

2024-12-03 17:17:47.528826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:17:47.936964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.1352 - accuracy: 0.9844    
2024-12-03 17:17:48.266487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0902 - accuracy: 0.9896
2024-12-03 17:17:48.593185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0676 - accuracy: 0.9922
2024-12-03 17:17:48.977588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0541 - accuracy: 0.9937
2024-12-03 17:17:49.293482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.0451 - accuracy: 0.9948
2024-12-03 17:17:49.615538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 18s - loss: 0.1022 - accuracy: 0.9911
2024-12-03 17:17:49.945591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 18s - loss: 0.0895 - accuracy: 0.9922
2024-12-03 17:17:50.274145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0831 - accuracy: 0.9896
2024-12-03 17:17:50.613749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0748 - accuracy: 0.9906
2024-12-03 17:17:51.021379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.0680 - accuracy: 0.9915
2024-12-03 17:17:51.368065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0624 - accuracy: 0.9922
2024-12-03 17:17:51.704271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0576 - accuracy: 0.9928
2024-12-03 17:17:52.033951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0534 - accuracy: 0.9933
2024-12-03 17:17:52.363746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0499 - accuracy: 0.9937
2024-12-03 17:17:52.694210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.0468 - accuracy: 0.9941
2024-12-03 17:17:53.031220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0441 - accuracy: 0.9945
2024-12-03 17:17:53.366376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0417 - accuracy: 0.9948
2024-12-03 17:17:53.701514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.0395 - accuracy: 0.9951
2024-12-03 17:17:54.072526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0375 - accuracy: 0.9953
2024-12-03 17:17:54.401061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0357 - accuracy: 0.9955
2024-12-03 17:17:54.728619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.0341 - accuracy: 0.9957
2024-12-03 17:17:55.054948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0326 - accuracy: 0.9959
2024-12-03 17:17:55.379583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0312 - accuracy: 0.9961
2024-12-03 17:17:55.702483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.0300 - accuracy: 0.9962
2024-12-03 17:17:56.035480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0288 - accuracy: 0.9964
2024-12-03 17:17:56.361239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0278 - accuracy: 0.9965
2024-12-03 17:17:56.750557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.0268 - accuracy: 0.9967
2024-12-03 17:17:57.102383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0259 - accuracy: 0.9968
2024-12-03 17:17:57.476463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0250 - accuracy: 0.9969
2024-12-03 17:17:57.817087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0242 - accuracy: 0.9970
2024-12-03 17:17:58.131875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0234 - accuracy: 0.9971
2024-12-03 17:17:58.449980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0227 - accuracy: 0.9972
2024-12-03 17:17:58.784067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0221 - accuracy: 0.9972 
2024-12-03 17:17:59.108427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0214 - accuracy: 0.9973
2024-12-03 17:17:59.430973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0208 - accuracy: 0.9974
2024-12-03 17:17:59.753920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0203 - accuracy: 0.9975
2024-12-03 17:18:00.077926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0197 - accuracy: 0.9975
2024-12-03 17:18:00.405709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0192 - accuracy: 0.9976
2024-12-03 17:18:00.746872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0187 - accuracy: 0.9977
2024-12-03 17:18:01.067540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0183 - accuracy: 0.9977
2024-12-03 17:18:01.392120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0179 - accuracy: 0.9978
2024-12-03 17:18:01.716885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0174 - accuracy: 0.9978
2024-12-03 17:18:02.083190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0170 - accuracy: 0.9979
2024-12-03 17:18:02.404930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0167 - accuracy: 0.9979
2024-12-03 17:18:02.732243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0163 - accuracy: 0.9980
2024-12-03 17:18:03.052217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0160 - accuracy: 0.9980
2024-12-03 17:18:03.370517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0156 - accuracy: 0.9980
2024-12-03 17:18:03.711298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0153 - accuracy: 0.9981
2024-12-03 17:18:04.038038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0150 - accuracy: 0.9981
2024-12-03 17:18:04.367533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0147 - accuracy: 0.9982
2024-12-03 17:18:04.691066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0144 - accuracy: 0.9982
2024-12-03 17:18:05.015540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0142 - accuracy: 0.9982
2024-12-03 17:18:05.338513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0139 - accuracy: 0.9983
2024-12-03 17:18:05.668937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0136 - accuracy: 0.9983
2024-12-03 17:18:05.985539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0134 - accuracy: 0.9983
2024-12-03 17:18:06.309558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0132 - accuracy: 0.9984
2024-12-03 17:18:06.636980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0130 - accuracy: 0.9984
2024-12-03 17:18:06.962196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0127 - accuracy: 0.9984
2024-12-03 17:18:07.280590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 0s - loss: 0.0125 - accuracy: 0.9984
2024-12-03 17:18:07.600972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0123 - accuracy: 0.9985
2024-12-03 17:18:07.921748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0120 - accuracy: 0.9985
2024-12-03 17:18:08.237665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 28s 452ms/step - loss: 0.0120 - accuracy: 0.9985 - val_loss: 1.2402 - val_accuracy: 0.9760
Epoch 25/30

2024-12-03 17:18:15.980212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 2.9416e-04 - accuracy: 1.0000
2024-12-03 17:18:16.343592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 1.7360 - accuracy: 0.9844    
2024-12-03 17:18:16.665072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 1.1610 - accuracy: 0.9896
2024-12-03 17:18:16.996370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.8707 - accuracy: 0.9922
2024-12-03 17:18:17.326666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.6966 - accuracy: 0.9937
2024-12-03 17:18:17.675448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.5805 - accuracy: 0.9948
2024-12-03 17:18:18.025675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.4976 - accuracy: 0.9955
2024-12-03 17:18:18.435599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.4354 - accuracy: 0.9961
2024-12-03 17:18:18.795611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.3870 - accuracy: 0.9965
2024-12-03 17:18:19.133646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.3483 - accuracy: 0.9969
2024-12-03 17:18:19.454507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.3166 - accuracy: 0.9972
2024-12-03 17:18:19.776808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.2902 - accuracy: 0.9974
2024-12-03 17:18:20.139595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.2840 - accuracy: 0.9952
2024-12-03 17:18:20.461599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.2637 - accuracy: 0.9955
2024-12-03 17:18:20.784634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.2461 - accuracy: 0.9958
2024-12-03 17:18:21.107818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 15s - loss: 0.2307 - accuracy: 0.9961
2024-12-03 17:18:21.438041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.2172 - accuracy: 0.9963
2024-12-03 17:18:21.766226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.2051 - accuracy: 0.9965
2024-12-03 17:18:22.108928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 14s - loss: 0.1943 - accuracy: 0.9967
2024-12-03 17:18:22.460366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.1846 - accuracy: 0.9969
2024-12-03 17:18:22.792442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.1758 - accuracy: 0.9970
2024-12-03 17:18:23.127608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.1678 - accuracy: 0.9972
2024-12-03 17:18:23.470080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.1605 - accuracy: 0.9973
2024-12-03 17:18:23.804460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1539 - accuracy: 0.9974
2024-12-03 17:18:24.132925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.1477 - accuracy: 0.9975
2024-12-03 17:18:24.472790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.1420 - accuracy: 0.9976
2024-12-03 17:18:24.805968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1368 - accuracy: 0.9977
2024-12-03 17:18:25.142892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.1319 - accuracy: 0.9978
2024-12-03 17:18:25.478315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.1273 - accuracy: 0.9978
2024-12-03 17:18:25.806702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.1231 - accuracy: 0.9979
2024-12-03 17:18:26.140613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.1191 - accuracy: 0.9980
2024-12-03 17:18:26.472154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.1154 - accuracy: 0.9980
2024-12-03 17:18:26.794726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.1119 - accuracy: 0.9981
2024-12-03 17:18:27.122962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.1086 - accuracy: 0.9982 
2024-12-03 17:18:27.463639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.1055 - accuracy: 0.9982
2024-12-03 17:18:27.800312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.1026 - accuracy: 0.9983
2024-12-03 17:18:28.137530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0998 - accuracy: 0.9983
2024-12-03 17:18:28.463845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0972 - accuracy: 0.9984
2024-12-03 17:18:28.792861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0947 - accuracy: 0.9984
2024-12-03 17:18:29.122582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0923 - accuracy: 0.9984
2024-12-03 17:18:29.457553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0901 - accuracy: 0.9985
2024-12-03 17:18:29.795508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0879 - accuracy: 0.9985
2024-12-03 17:18:30.126747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0859 - accuracy: 0.9985
2024-12-03 17:18:30.457729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0839 - accuracy: 0.9986
2024-12-03 17:18:30.788531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0821 - accuracy: 0.9986
2024-12-03 17:18:31.129651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0803 - accuracy: 0.9986
2024-12-03 17:18:31.460599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0786 - accuracy: 0.9987
2024-12-03 17:18:31.792424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0769 - accuracy: 0.9987
2024-12-03 17:18:32.125838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0754 - accuracy: 0.9987
2024-12-03 17:18:32.458052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0738 - accuracy: 0.9987
2024-12-03 17:18:32.808508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0724 - accuracy: 0.9988
2024-12-03 17:18:33.144132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0710 - accuracy: 0.9988
2024-12-03 17:18:33.475421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0697 - accuracy: 0.9988
2024-12-03 17:18:33.812698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0684 - accuracy: 0.9988
2024-12-03 17:18:34.133553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0671 - accuracy: 0.9989
2024-12-03 17:18:34.454391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0659 - accuracy: 0.9989
2024-12-03 17:18:34.790503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0648 - accuracy: 0.9989
2024-12-03 17:18:35.116680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0637 - accuracy: 0.9989
2024-12-03 17:18:35.441018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0626 - accuracy: 0.9989
2024-12-03 17:18:35.768059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0615 - accuracy: 0.9990
2024-12-03 17:18:36.091226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0605 - accuracy: 0.9990
2024-12-03 17:18:36.416968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0591 - accuracy: 0.9990
2024-12-03 17:18:36.740594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 458ms/step - loss: 0.0591 - accuracy: 0.9990 - val_loss: 1.0990 - val_accuracy: 0.9790
Epoch 26/30

2024-12-03 17:18:44.715208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 24s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:45.114199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:45.441001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:45.775429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:46.131525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:46.498433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:46.861149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:18:47.226123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.0475 - accuracy: 0.9961    
2024-12-03 17:18:47.583085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0423 - accuracy: 0.9965
2024-12-03 17:18:47.922588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0414 - accuracy: 0.9937
2024-12-03 17:18:48.256220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.0377 - accuracy: 0.9943
2024-12-03 17:18:48.587980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0512 - accuracy: 0.9922
2024-12-03 17:18:48.916668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0473 - accuracy: 0.9928
2024-12-03 17:18:49.245702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0439 - accuracy: 0.9933
2024-12-03 17:18:49.577495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.1181 - accuracy: 0.9875
2024-12-03 17:18:49.915917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.1107 - accuracy: 0.9883
2024-12-03 17:18:50.261092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.1042 - accuracy: 0.9890
2024-12-03 17:18:50.618502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0984 - accuracy: 0.9896
2024-12-03 17:18:50.962306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0932 - accuracy: 0.9901
2024-12-03 17:18:51.298854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0886 - accuracy: 0.9906
2024-12-03 17:18:51.661728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0844 - accuracy: 0.9911
2024-12-03 17:18:51.990738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0805 - accuracy: 0.9915
2024-12-03 17:18:52.322928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.1259 - accuracy: 0.9905
2024-12-03 17:18:52.657684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.1207 - accuracy: 0.9909
2024-12-03 17:18:52.991327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.1158 - accuracy: 0.9912
2024-12-03 17:18:53.324412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.1114 - accuracy: 0.9916
2024-12-03 17:18:53.658493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.1073 - accuracy: 0.9919
2024-12-03 17:18:54.030549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.1034 - accuracy: 0.9922
2024-12-03 17:18:54.360034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0999 - accuracy: 0.9925
2024-12-03 17:18:54.709481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0965 - accuracy: 0.9927
2024-12-03 17:18:55.055051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0934 - accuracy: 0.9929
2024-12-03 17:18:55.387007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0905 - accuracy: 0.9932
2024-12-03 17:18:55.716893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0878 - accuracy: 0.9934
2024-12-03 17:18:56.062034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0852 - accuracy: 0.9936 
2024-12-03 17:18:56.396035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0827 - accuracy: 0.9937
2024-12-03 17:18:56.739313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0804 - accuracy: 0.9939
2024-12-03 17:18:57.083067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0783 - accuracy: 0.9941
2024-12-03 17:18:57.419598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0762 - accuracy: 0.9942
2024-12-03 17:18:57.764509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0743 - accuracy: 0.9944
2024-12-03 17:18:58.115110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0724 - accuracy: 0.9945
2024-12-03 17:18:58.475923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0706 - accuracy: 0.9947
2024-12-03 17:18:58.843935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0690 - accuracy: 0.9948
2024-12-03 17:18:59.190887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0674 - accuracy: 0.9949
2024-12-03 17:18:59.524188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0658 - accuracy: 0.9950
2024-12-03 17:18:59.868605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0644 - accuracy: 0.9951
2024-12-03 17:19:00.192385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0630 - accuracy: 0.9952
2024-12-03 17:19:00.523534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0616 - accuracy: 0.9953
2024-12-03 17:19:00.859232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0603 - accuracy: 0.9954
2024-12-03 17:19:01.192474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0591 - accuracy: 0.9955
2024-12-03 17:19:01.530173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0579 - accuracy: 0.9956
2024-12-03 17:19:01.899727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0568 - accuracy: 0.9957
2024-12-03 17:19:02.236364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0557 - accuracy: 0.9958
2024-12-03 17:19:02.575832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0546 - accuracy: 0.9959
2024-12-03 17:19:02.911141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0536 - accuracy: 0.9959
2024-12-03 17:19:03.235363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0527 - accuracy: 0.9960
2024-12-03 17:19:03.557782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0517 - accuracy: 0.9961
2024-12-03 17:19:03.887783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0508 - accuracy: 0.9962
2024-12-03 17:19:04.219486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0499 - accuracy: 0.9962
2024-12-03 17:19:04.548945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0491 - accuracy: 0.9963
2024-12-03 17:19:04.875510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0483 - accuracy: 0.9964
2024-12-03 17:19:05.205781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0528 - accuracy: 0.9959
2024-12-03 17:19:05.539379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0515 - accuracy: 0.9960
2024-12-03 17:19:05.867645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 465ms/step - loss: 0.0515 - accuracy: 0.9960 - val_loss: 0.9770 - val_accuracy: 0.9800
Epoch 27/30

2024-12-03 17:19:13.918173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:14.293749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:14.633320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:14.970277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:15.307670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:15.658003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:16.008537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:16.362657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:16.715511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:17.062966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:17.406153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:17.745389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:18.077276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:18.412572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:18.743039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:19.073754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:19.405469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:19.728331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:20.100729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:20.436820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:20.768067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:21.091192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:21.420044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:21.752830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:22.128569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:22.471805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:22.808279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:23.141507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:23.473454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:23.803133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:24.179451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:24.509621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:24.849485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:25.187066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0000e+00 - accuracy: 1.0000 
2024-12-03 17:19:25.520116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:25.859761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:26.254783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:26.589581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:26.926793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:27.258337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 5.6628e-04 - accuracy: 0.9992
2024-12-03 17:19:27.594535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0116 - accuracy: 0.9985    
2024-12-03 17:19:27.944826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0114 - accuracy: 0.9985
2024-12-03 17:19:28.285802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0111 - accuracy: 0.9985
2024-12-03 17:19:28.623151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0108 - accuracy: 0.9986
2024-12-03 17:19:28.960211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0106 - accuracy: 0.9986
2024-12-03 17:19:29.298857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0105 - accuracy: 0.9986
2024-12-03 17:19:29.636953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0135 - accuracy: 0.9980
2024-12-03 17:19:29.975558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0132 - accuracy: 0.9980
2024-12-03 17:19:30.321792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0130 - accuracy: 0.9981
2024-12-03 17:19:30.679264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0127 - accuracy: 0.9981
2024-12-03 17:19:31.033623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0125 - accuracy: 0.9982
2024-12-03 17:19:31.372860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0122 - accuracy: 0.9982
2024-12-03 17:19:31.748869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0120 - accuracy: 0.9982
2024-12-03 17:19:32.074641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0118 - accuracy: 0.9983
2024-12-03 17:19:32.392660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0116 - accuracy: 0.9983
2024-12-03 17:19:32.716566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0114 - accuracy: 0.9983
2024-12-03 17:19:33.047860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0112 - accuracy: 0.9984
2024-12-03 17:19:33.385904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0110 - accuracy: 0.9984
2024-12-03 17:19:33.707044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0108 - accuracy: 0.9984
2024-12-03 17:19:34.040254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0106 - accuracy: 0.9984
2024-12-03 17:19:34.379631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0104 - accuracy: 0.9985
2024-12-03 17:19:34.715375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0102 - accuracy: 0.9985
2024-12-03 17:19:35.049768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 464ms/step - loss: 0.0102 - accuracy: 0.9985 - val_loss: 1.1019 - val_accuracy: 0.9780
Epoch 28/30

2024-12-03 17:19:43.071611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:43.435773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:43.754796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:44.080539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:44.431903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:19:44.788684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 19s - loss: 0.2238 - accuracy: 0.9948    
2024-12-03 17:19:45.142513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 0.1919 - accuracy: 0.9955
2024-12-03 17:19:45.549073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 0.1679 - accuracy: 0.9961
2024-12-03 17:19:45.902745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 0.1492 - accuracy: 0.9965
2024-12-03 17:19:46.260538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.1343 - accuracy: 0.9969
2024-12-03 17:19:46.602062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.1221 - accuracy: 0.9972
2024-12-03 17:19:46.936930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.1119 - accuracy: 0.9974
2024-12-03 17:19:47.261518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.1033 - accuracy: 0.9976
2024-12-03 17:19:47.587600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 16s - loss: 0.0959 - accuracy: 0.9978
2024-12-03 17:19:47.916057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0896 - accuracy: 0.9979
2024-12-03 17:19:48.246272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0840 - accuracy: 0.9980
2024-12-03 17:19:48.575925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0790 - accuracy: 0.9982
2024-12-03 17:19:48.907943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0746 - accuracy: 0.9983
2024-12-03 17:19:49.268608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.1086 - accuracy: 0.9967
2024-12-03 17:19:49.602847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.1032 - accuracy: 0.9969
2024-12-03 17:19:49.948292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0983 - accuracy: 0.9970
2024-12-03 17:19:50.291668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0938 - accuracy: 0.9972
2024-12-03 17:19:50.628900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0898 - accuracy: 0.9973
2024-12-03 17:19:50.960686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0860 - accuracy: 0.9974
2024-12-03 17:19:51.345365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.0826 - accuracy: 0.9975
2024-12-03 17:19:51.693293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0794 - accuracy: 0.9976
2024-12-03 17:19:52.031767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0765 - accuracy: 0.9977
2024-12-03 17:19:52.358651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 11s - loss: 0.0737 - accuracy: 0.9978
2024-12-03 17:19:52.689788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0712 - accuracy: 0.9978
2024-12-03 17:19:53.038055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0688 - accuracy: 0.9979
2024-12-03 17:19:53.378618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 10s - loss: 0.0666 - accuracy: 0.9980
2024-12-03 17:19:53.728929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0645 - accuracy: 0.9980
2024-12-03 17:19:54.079725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0626 - accuracy: 0.9981
2024-12-03 17:19:54.433337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 9s - loss: 0.0607 - accuracy: 0.9982 
2024-12-03 17:19:54.771923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0590 - accuracy: 0.9982
2024-12-03 17:19:55.138536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0574 - accuracy: 0.9983
2024-12-03 17:19:55.459225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0558 - accuracy: 0.9983
2024-12-03 17:19:55.788923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0543 - accuracy: 0.9984
2024-12-03 17:19:56.117887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0529 - accuracy: 0.9984
2024-12-03 17:19:56.447760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0516 - accuracy: 0.9984
2024-12-03 17:19:56.780352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0504 - accuracy: 0.9985
2024-12-03 17:19:57.157815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0492 - accuracy: 0.9985
2024-12-03 17:19:57.497434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0480 - accuracy: 0.9985
2024-12-03 17:19:57.842144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0469 - accuracy: 0.9986
2024-12-03 17:19:58.180249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0459 - accuracy: 0.9986
2024-12-03 17:19:58.520589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0524 - accuracy: 0.9980
2024-12-03 17:19:58.871303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0513 - accuracy: 0.9980
2024-12-03 17:19:59.212961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0502 - accuracy: 0.9980
2024-12-03 17:19:59.548659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0492 - accuracy: 0.9981
2024-12-03 17:19:59.888253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0482 - accuracy: 0.9981
2024-12-03 17:20:00.224663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0472 - accuracy: 0.9982
2024-12-03 17:20:00.562003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0463 - accuracy: 0.9982
2024-12-03 17:20:00.913841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0454 - accuracy: 0.9982
2024-12-03 17:20:01.247962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0446 - accuracy: 0.9983
2024-12-03 17:20:01.578865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0441 - accuracy: 0.9983
2024-12-03 17:20:01.912134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0433 - accuracy: 0.9983
2024-12-03 17:20:02.263492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0426 - accuracy: 0.9984
2024-12-03 17:20:02.630590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0418 - accuracy: 0.9984
2024-12-03 17:20:02.996302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0411 - accuracy: 0.9984
2024-12-03 17:20:03.348238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0404 - accuracy: 0.9984
2024-12-03 17:20:03.697093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0398 - accuracy: 0.9985
2024-12-03 17:20:04.041542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0388 - accuracy: 0.9985
2024-12-03 17:20:04.366146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 468ms/step - loss: 0.0388 - accuracy: 0.9985 - val_loss: 0.8581 - val_accuracy: 0.9820
Epoch 29/30

2024-12-03 17:20:12.475153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:12.858464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:13.176446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:13.506768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:13.866082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:14.242340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:14.642182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 20s - loss: 6.9184e-09 - accuracy: 1.0000
2024-12-03 17:20:15.039116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 6.0536e-09 - accuracy: 1.0000
2024-12-03 17:20:15.389110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 5.3810e-09 - accuracy: 1.0000
2024-12-03 17:20:15.724953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 0.0677 - accuracy: 0.9969    
2024-12-03 17:20:16.059705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 0.0616 - accuracy: 0.9972
2024-12-03 17:20:16.391627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 0.0564 - accuracy: 0.9974
2024-12-03 17:20:16.741019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 0.0521 - accuracy: 0.9976
2024-12-03 17:20:17.072937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 0.0484 - accuracy: 0.9978
2024-12-03 17:20:17.410571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 0.0452 - accuracy: 0.9979
2024-12-03 17:20:17.747395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 0.0423 - accuracy: 0.9980
2024-12-03 17:20:18.079113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 15s - loss: 0.0399 - accuracy: 0.9982
2024-12-03 17:20:18.414394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 0.0376 - accuracy: 0.9983
2024-12-03 17:20:18.775664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 0.0357 - accuracy: 0.9984
2024-12-03 17:20:19.120906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 14s - loss: 0.0480 - accuracy: 0.9969
2024-12-03 17:20:19.466869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 0.0457 - accuracy: 0.9970
2024-12-03 17:20:19.817100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 0.0437 - accuracy: 0.9972
2024-12-03 17:20:20.171063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 0.0418 - accuracy: 0.9973
2024-12-03 17:20:20.523474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 0.0400 - accuracy: 0.9974
2024-12-03 17:20:20.856685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 0.0384 - accuracy: 0.9975
2024-12-03 17:20:21.191117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 0.0369 - accuracy: 0.9976
2024-12-03 17:20:21.525912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 0.0356 - accuracy: 0.9977
2024-12-03 17:20:21.861733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 0.0343 - accuracy: 0.9978
2024-12-03 17:20:22.196956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 0.0331 - accuracy: 0.9978
2024-12-03 17:20:22.538659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 0.0320 - accuracy: 0.9979
2024-12-03 17:20:22.882277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 0.0310 - accuracy: 0.9980
2024-12-03 17:20:23.243877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 0.0300 - accuracy: 0.9980
2024-12-03 17:20:23.593868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 0.0291 - accuracy: 0.9981
2024-12-03 17:20:23.944939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 0.0282 - accuracy: 0.9982
2024-12-03 17:20:24.292080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 0.0274 - accuracy: 0.9982 
2024-12-03 17:20:24.627835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 0.0400 - accuracy: 0.9974
2024-12-03 17:20:24.958475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 8s - loss: 0.0389 - accuracy: 0.9975
2024-12-03 17:20:25.296257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 0.0379 - accuracy: 0.9975
2024-12-03 17:20:25.628915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 0.0369 - accuracy: 0.9976
2024-12-03 17:20:25.966639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 0.0360 - accuracy: 0.9977
2024-12-03 17:20:26.320585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 0.0351 - accuracy: 0.9977
2024-12-03 17:20:26.674132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 0.0343 - accuracy: 0.9978
2024-12-03 17:20:27.023663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 0.0335 - accuracy: 0.9978
2024-12-03 17:20:27.369587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 0.0328 - accuracy: 0.9979
2024-12-03 17:20:27.721961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 0.0321 - accuracy: 0.9979
2024-12-03 17:20:28.074139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 0.0314 - accuracy: 0.9980
2024-12-03 17:20:28.410467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 0.0307 - accuracy: 0.9980
2024-12-03 17:20:28.754608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 0.0301 - accuracy: 0.9980
2024-12-03 17:20:29.090952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 0.0295 - accuracy: 0.9981
2024-12-03 17:20:29.427905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 0.0289 - accuracy: 0.9981
2024-12-03 17:20:29.761258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 0.0283 - accuracy: 0.9982
2024-12-03 17:20:30.098542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 0.0278 - accuracy: 0.9982
2024-12-03 17:20:30.436622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 0.0272 - accuracy: 0.9982
2024-12-03 17:20:30.771052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 0.0267 - accuracy: 0.9983
2024-12-03 17:20:31.093982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 0.0262 - accuracy: 0.9983
2024-12-03 17:20:31.422282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 0.0258 - accuracy: 0.9983
2024-12-03 17:20:31.772437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 0.0253 - accuracy: 0.9984
2024-12-03 17:20:32.104511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 0.0249 - accuracy: 0.9984
2024-12-03 17:20:32.435887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 0.0245 - accuracy: 0.9984
2024-12-03 17:20:32.769489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0241 - accuracy: 0.9984
2024-12-03 17:20:33.107004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0237 - accuracy: 0.9985
2024-12-03 17:20:33.437680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0231 - accuracy: 0.9985
2024-12-03 17:20:33.768954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 29s 469ms/step - loss: 0.0231 - accuracy: 0.9985 - val_loss: 0.9310 - val_accuracy: 0.9790
Epoch 30/30

2024-12-03 17:20:41.967832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 1/63 [..............................] - ETA: 25s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:42.381925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 2/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:42.746328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 3/63 [>.............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 17:20:43.100454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 4/63 [>.............................] - ETA: 21s - loss: 4.6566e-09 - accuracy: 1.0000
2024-12-03 17:20:43.461151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 5/63 [=>............................] - ETA: 20s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-03 17:20:43.804665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 6/63 [=>............................] - ETA: 20s - loss: 3.1044e-09 - accuracy: 1.0000
2024-12-03 17:20:44.142819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 7/63 [==>...........................] - ETA: 19s - loss: 2.6609e-09 - accuracy: 1.0000
2024-12-03 17:20:44.523433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 8/63 [==>...........................] - ETA: 19s - loss: 2.3283e-09 - accuracy: 1.0000
2024-12-03 17:20:44.867542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

 9/63 [===>..........................] - ETA: 19s - loss: 2.0696e-09 - accuracy: 1.0000
2024-12-03 17:20:45.215897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

10/63 [===>..........................] - ETA: 18s - loss: 1.8626e-09 - accuracy: 1.0000
2024-12-03 17:20:45.563817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

11/63 [====>.........................] - ETA: 18s - loss: 1.6933e-09 - accuracy: 1.0000
2024-12-03 17:20:45.910182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

12/63 [====>.........................] - ETA: 17s - loss: 1.5522e-09 - accuracy: 1.0000
2024-12-03 17:20:46.311686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

13/63 [=====>........................] - ETA: 17s - loss: 1.4328e-09 - accuracy: 1.0000
2024-12-03 17:20:46.653771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

14/63 [=====>........................] - ETA: 17s - loss: 3.9914e-09 - accuracy: 1.0000
2024-12-03 17:20:46.991488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

15/63 [======>.......................] - ETA: 16s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-03 17:20:47.325617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

16/63 [======>.......................] - ETA: 16s - loss: 3.4925e-09 - accuracy: 1.0000
2024-12-03 17:20:47.659725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

17/63 [=======>......................] - ETA: 16s - loss: 3.2870e-09 - accuracy: 1.0000
2024-12-03 17:20:47.994301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

18/63 [=======>......................] - ETA: 15s - loss: 7.4506e-09 - accuracy: 1.0000
2024-12-03 17:20:48.349582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

19/63 [========>.....................] - ETA: 15s - loss: 7.0584e-09 - accuracy: 1.0000
2024-12-03 17:20:48.689689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

20/63 [========>.....................] - ETA: 15s - loss: 6.7055e-09 - accuracy: 1.0000
2024-12-03 17:20:49.028332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

21/63 [=========>....................] - ETA: 14s - loss: 6.3862e-09 - accuracy: 1.0000
2024-12-03 17:20:49.369005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

22/63 [=========>....................] - ETA: 14s - loss: 9.1439e-09 - accuracy: 1.0000
2024-12-03 17:20:49.722638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

23/63 [=========>....................] - ETA: 13s - loss: 8.7463e-09 - accuracy: 1.0000
2024-12-03 17:20:50.067547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

24/63 [==========>...................] - ETA: 13s - loss: 8.3819e-09 - accuracy: 1.0000
2024-12-03 17:20:50.433194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

25/63 [==========>...................] - ETA: 13s - loss: 8.0466e-09 - accuracy: 1.0000
2024-12-03 17:20:50.770273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

26/63 [===========>..................] - ETA: 12s - loss: 7.7371e-09 - accuracy: 1.0000
2024-12-03 17:20:51.106521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

27/63 [===========>..................] - ETA: 12s - loss: 7.4506e-09 - accuracy: 1.0000
2024-12-03 17:20:51.437907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

28/63 [============>.................] - ETA: 12s - loss: 7.1845e-09 - accuracy: 1.0000
2024-12-03 17:20:51.788692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

29/63 [============>.................] - ETA: 11s - loss: 6.9367e-09 - accuracy: 1.0000
2024-12-03 17:20:52.127049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

30/63 [=============>................] - ETA: 11s - loss: 6.7055e-09 - accuracy: 1.0000
2024-12-03 17:20:52.463963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

31/63 [=============>................] - ETA: 11s - loss: 6.4892e-09 - accuracy: 1.0000
2024-12-03 17:20:52.800464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

32/63 [==============>...............] - ETA: 10s - loss: 6.2864e-09 - accuracy: 1.0000
2024-12-03 17:20:53.142867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

33/63 [==============>...............] - ETA: 10s - loss: 6.0959e-09 - accuracy: 1.0000
2024-12-03 17:20:53.489209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

34/63 [===============>..............] - ETA: 10s - loss: 5.9166e-09 - accuracy: 1.0000
2024-12-03 17:20:53.854634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

35/63 [===============>..............] - ETA: 9s - loss: 5.7476e-09 - accuracy: 1.0000 
2024-12-03 17:20:54.194453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

36/63 [================>.............] - ETA: 9s - loss: 5.5879e-09 - accuracy: 1.0000
2024-12-03 17:20:54.531663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

37/63 [================>.............] - ETA: 9s - loss: 5.4369e-09 - accuracy: 1.0000
2024-12-03 17:20:54.874828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

38/63 [=================>............] - ETA: 8s - loss: 5.2938e-09 - accuracy: 1.0000
2024-12-03 17:20:55.221149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

39/63 [=================>............] - ETA: 8s - loss: 5.1581e-09 - accuracy: 1.0000
2024-12-03 17:20:55.570254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

40/63 [==================>...........] - ETA: 7s - loss: 5.0291e-09 - accuracy: 1.0000
2024-12-03 17:20:55.910801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

41/63 [==================>...........] - ETA: 7s - loss: 4.9065e-09 - accuracy: 1.0000
2024-12-03 17:20:56.258071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

42/63 [===================>..........] - ETA: 7s - loss: 4.7897e-09 - accuracy: 1.0000
2024-12-03 17:20:56.605150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

43/63 [===================>..........] - ETA: 6s - loss: 4.6783e-09 - accuracy: 1.0000
2024-12-03 17:20:56.955278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

44/63 [===================>..........] - ETA: 6s - loss: 4.5719e-09 - accuracy: 1.0000
2024-12-03 17:20:57.293768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

45/63 [====================>.........] - ETA: 6s - loss: 4.4703e-09 - accuracy: 1.0000
2024-12-03 17:20:57.650780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

46/63 [====================>.........] - ETA: 5s - loss: 4.3732e-09 - accuracy: 1.0000
2024-12-03 17:20:58.017005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

47/63 [=====================>........] - ETA: 5s - loss: 4.2801e-09 - accuracy: 1.0000
2024-12-03 17:20:58.367175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

48/63 [=====================>........] - ETA: 5s - loss: 4.1909e-09 - accuracy: 1.0000
2024-12-03 17:20:58.717791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

49/63 [======================>.......] - ETA: 4s - loss: 4.1054e-09 - accuracy: 1.0000
2024-12-03 17:20:59.077380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

50/63 [======================>.......] - ETA: 4s - loss: 4.0233e-09 - accuracy: 1.0000
2024-12-03 17:20:59.426311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

51/63 [=======================>......] - ETA: 4s - loss: 3.9444e-09 - accuracy: 1.0000
2024-12-03 17:20:59.807522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

52/63 [=======================>......] - ETA: 3s - loss: 3.8686e-09 - accuracy: 1.0000
2024-12-03 17:21:00.146174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

53/63 [========================>.....] - ETA: 3s - loss: 3.7956e-09 - accuracy: 1.0000
2024-12-03 17:21:00.476162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

54/63 [========================>.....] - ETA: 3s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-03 17:21:00.808000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

55/63 [=========================>....] - ETA: 2s - loss: 3.6576e-09 - accuracy: 1.0000
2024-12-03 17:21:01.156136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

56/63 [=========================>....] - ETA: 2s - loss: 3.5922e-09 - accuracy: 1.0000
2024-12-03 17:21:01.497888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

57/63 [==========================>...] - ETA: 2s - loss: 3.5292e-09 - accuracy: 1.0000
2024-12-03 17:21:01.836008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

58/63 [==========================>...] - ETA: 1s - loss: 3.4684e-09 - accuracy: 1.0000
2024-12-03 17:21:02.176394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

59/63 [===========================>..] - ETA: 1s - loss: 2.1018e-05 - accuracy: 1.0000
2024-12-03 17:21:02.514747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

60/63 [===========================>..] - ETA: 1s - loss: 0.0047 - accuracy: 0.9995    
2024-12-03 17:21:02.858794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

61/63 [============================>.] - ETA: 0s - loss: 0.0047 - accuracy: 0.9995
2024-12-03 17:21:03.210127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - ETA: 0s - loss: 0.0046 - accuracy: 0.9995
2024-12-03 17:21:03.563864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

63/63 [==============================] - 30s 470ms/step - loss: 0.0046 - accuracy: 0.9995 - val_loss: 0.7972 - val_accuracy: 0.9850
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